{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "0351c520-80dd-4f05-a4e1-86c05dc15ab5",
   "metadata": {},
   "source": [
    "# Queue-Based Market Making in Large Tick Size Assets\n",
    "\n",
    "## Overview\n",
    "The significance of queue position is well-known in microstructure trading, particularly in assets with large tick sizes. This is because larger tick assets typically more constrained price movements. The impact of tick size is discussed in detail in [\"Large tick assets: implicit spread and optimal tick size\"](https://arxiv.org/pdf/1207.6325).\n",
    "\n",
    "![CRVUSDT_chart](https://github.com/nkaz001/hftbacktest/blob/master/docs/images/CRVUSDT_chart.png)\n",
    "\n",
    "<div class=\"alert alert-info\">\n",
    "    \n",
    "**Note:** This example is for educational purposes only and demonstrates effective strategies for high-frequency market-making schemes. All backtests are based on a 0.005% rebate, the highest market maker rebate available on Binance Futures. See <a href=\"https://www.binance.com/en/support/announcement/binance-updates-usd%E2%93%A2-margined-futures-liquidity-provider-program-2024-06-03-fefc6aa25e0947e2bf745c1c56bea13e\">Binance Upgrades USDⓢ-Margined Futures Liquidity Provider Program</a> for more details.\n",
    "    \n",
    "</div>\n",
    "\n",
    "## Book Pressure\n",
    "To begin, we will review the [Market Microstructure signals described in this article](https://blog.headlandstech.com/2017/08/), which are similar to the concept of micro-price. Book imbalance is also addressed in [Market Making with Alpha - Order Book Imbalance](https://github.com/nkaz001/hftbacktest/blob/master/examples/Market%20Making%20with%20Alpha%20-%20Order%20Book%20Imbalance.ipynb)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "29fc3366-1b42-446f-a078-f5443918f246",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "from numba import njit, uint64, float64\n",
    "from numba.typed import Dict\n",
    "\n",
    "from hftbacktest import BUY, SELL, GTX, LIMIT\n",
    "\n",
    "@njit\n",
    "def mm_strategy(hbt, recorder):\n",
    "    asset_no = 0\n",
    "    tick_size = hbt.depth(asset_no).tick_size\n",
    "    order_qty = 1\n",
    "    grid_num = 10\n",
    "    max_position = grid_num * order_qty\n",
    "    # Our half spread is just half a tick size,\n",
    "    # but it's considered a round-off error, so we use 0.49, which is slightly less than 0.5.\n",
    "    # If you set a lower value, the order will tend to stay to the best bid and offer, even when book pressure increases.\n",
    "    # You can think of it as a threshold for backing off based on book pressure.\n",
    "    half_spread = tick_size * 0.49\n",
    "    grid_interval = tick_size\n",
    "    skew_adj = 1.0\n",
    "        \n",
    "    # Running interval in nanoseconds.\n",
    "    while hbt.elapse(100_000_000) == 0:       \n",
    "        # Clears cancelled, filled or expired orders.        \n",
    "        hbt.clear_inactive_orders(asset_no)\n",
    "\n",
    "        depth = hbt.depth(asset_no)\n",
    "        position = hbt.position(asset_no)\n",
    "        orders = hbt.orders(asset_no)\n",
    "        last_trades = hbt.last_trades(asset_no)\n",
    "\n",
    "        best_bid = depth.best_bid\n",
    "        best_ask = depth.best_ask\n",
    "\n",
    "        best_bid_qty = depth.bid_depth[depth.best_bid_tick]\n",
    "        best_ask_qty = depth.ask_depth[depth.best_ask_tick]\n",
    "\n",
    "        # Market microstructure signals in https://blog.headlandstech.com/2017/08/\n",
    "        book_pressure = (best_bid * best_ask_qty + best_ask * best_bid_qty) / (best_bid_qty + best_ask_qty)\n",
    "        \n",
    "        skew = half_spread / grid_num * skew_adj\n",
    "\n",
    "        normalized_position = position / order_qty\n",
    "\n",
    "        # The personalized price that considers skewing based on inventory risk is introduced, \n",
    "        # which is described in the well-known Stokov-Avalleneda market-making paper.\n",
    "        # https://math.nyu.edu/~avellane/HighFrequencyTrading.pdf\n",
    "        reservation_price = book_pressure - skew * normalized_position\n",
    "\n",
    "        # Since our price is skewed, it may cross the spread. To ensure market making and avoid crossing the spread, \n",
    "        # limit the price to the best bid and best ask.\n",
    "        bid_price = np.minimum(reservation_price - half_spread, best_bid)\n",
    "        ask_price = np.maximum(reservation_price + half_spread, best_ask)\n",
    "\n",
    "        # Aligns the prices to the grid.\n",
    "        bid_price = np.floor(bid_price / grid_interval) * grid_interval\n",
    "        ask_price = np.ceil(ask_price / grid_interval) * grid_interval\n",
    "        \n",
    "        #--------------------------------------------------------\n",
    "        # Updates quotes.\n",
    "        \n",
    "        # Creates a new grid for buy orders.\n",
    "        new_bid_orders = Dict.empty(np.uint64, np.float64)\n",
    "        if position < max_position and np.isfinite(bid_price):\n",
    "            for i in range(grid_num):\n",
    "                bid_price_tick = round(bid_price / tick_size)\n",
    "                \n",
    "                # order price in tick is used as order id.\n",
    "                new_bid_orders[uint64(bid_price_tick)] = bid_price\n",
    "                \n",
    "                bid_price -= grid_interval\n",
    "\n",
    "        # Creates a new grid for sell orders.\n",
    "        new_ask_orders = Dict.empty(np.uint64, np.float64)\n",
    "        if position > -max_position and np.isfinite(ask_price):\n",
    "            for i in range(grid_num):\n",
    "                ask_price_tick = round(ask_price / tick_size)\n",
    "                \n",
    "                # order price in tick is used as order id.\n",
    "                new_ask_orders[uint64(ask_price_tick)] = ask_price\n",
    "\n",
    "                ask_price += grid_interval\n",
    "                \n",
    "        order_values = orders.values();\n",
    "        while order_values.has_next():\n",
    "            order = order_values.get()\n",
    "            # Cancels if a working order is not in the new grid.\n",
    "            if order.cancellable:\n",
    "                if (\n",
    "                    (order.side == BUY and order.order_id not in new_bid_orders)\n",
    "                    or (order.side == SELL and order.order_id not in new_ask_orders)\n",
    "                ):\n",
    "                    hbt.cancel(asset_no, order.order_id, False)\n",
    "                    \n",
    "        for order_id, order_price in new_bid_orders.items():\n",
    "            # Posts a new buy order if there is no working order at the price on the new grid.\n",
    "            if order_id not in orders:\n",
    "                hbt.submit_buy_order(asset_no, order_id, order_price, order_qty, GTX, LIMIT, False)\n",
    "                \n",
    "        for order_id, order_price in new_ask_orders.items():\n",
    "            # Posts a new sell order if there is no working order at the price on the new grid.\n",
    "            if order_id not in orders:\n",
    "                hbt.submit_sell_order(asset_no, order_id, order_price, order_qty, GTX, LIMIT, False)\n",
    "        \n",
    "        # Records the current state for stat calculation.\n",
    "        recorder.record(hbt)\n",
    "    return True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "74c5ff4d-7817-4dcc-86c6-0e84371319ae",
   "metadata": {},
   "outputs": [],
   "source": [
    "from hftbacktest import BacktestAsset, ROIVectorMarketDepthBacktest, Recorder\n",
    "\n",
    "asset = (\n",
    "    BacktestAsset()\n",
    "        .data([\n",
    "            f'data/CRVUSDT_{date}.npz' for date in range(20240701, 20240732)\n",
    "        ] + [\n",
    "            f'data/CRVUSDT_{date}.npz' for date in range(20240801, 20240832)\n",
    "        ])\n",
    "        .linear_asset(1.0) \n",
    "        .intp_order_latency([\n",
    "            f'latency/amp_feed_latency_{date}.npz' for date in range(20240701, 20240732)\n",
    "        ] + [\n",
    "            f'latency/amp_feed_latency_{date}.npz' for date in range(20240801, 20240832)\n",
    "        ])\n",
    "        .power_prob_queue_model(3.0) \n",
    "        .no_partial_fill_exchange()\n",
    "        .trading_value_fee_model(-0.00005, 0.0007)\n",
    "        .tick_size(0.001)\n",
    "        .lot_size(0.1)\n",
    "        .roi_lb(0.0)    \n",
    "        .roi_ub(2.0)\n",
    "        .last_trades_capacity(1000)\n",
    ")\n",
    "hbt = ROIVectorMarketDepthBacktest([asset])\n",
    "\n",
    "recorder = Recorder(1, 100_000_000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "a711a16b-8ba8-4c86-884a-167ca93ac1be",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 8min 14s, sys: 8.57 s, total: 8min 23s\n",
      "Wall time: 6min 49s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "mm_strategy(hbt, recorder.recorder)\n",
    "\n",
    "_ = hbt.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "820242e5-a09d-42f8-ad69-d035e7020b5e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (1, 11)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>start</th><th>end</th><th>SR</th><th>Sortino</th><th>Return</th><th>MaxDrawdown</th><th>DailyNumberOfTrades</th><th>DailyTradingValue</th><th>ReturnOverMDD</th><th>ReturnOverTrade</th><th>MaxPositionValue</th></tr><tr><td>datetime[μs]</td><td>datetime[μs]</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>2024-07-01 00:00:00</td><td>2024-08-31 23:59:50</td><td>16.386564</td><td>23.90151</td><td>2.848749</td><td>0.096359</td><td>106.774393</td><td>30.241524</td><td>29.563923</td><td>0.001519</td><td>2.4745</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (1, 11)\n",
       "┌───────────┬───────────┬───────────┬──────────┬───┬───────────┬───────────┬───────────┬───────────┐\n",
       "│ start     ┆ end       ┆ SR        ┆ Sortino  ┆ … ┆ DailyTrad ┆ ReturnOve ┆ ReturnOve ┆ MaxPositi │\n",
       "│ ---       ┆ ---       ┆ ---       ┆ ---      ┆   ┆ ingValue  ┆ rMDD      ┆ rTrade    ┆ onValue   │\n",
       "│ datetime[ ┆ datetime[ ┆ f64       ┆ f64      ┆   ┆ ---       ┆ ---       ┆ ---       ┆ ---       │\n",
       "│ μs]       ┆ μs]       ┆           ┆          ┆   ┆ f64       ┆ f64       ┆ f64       ┆ f64       │\n",
       "╞═══════════╪═══════════╪═══════════╪══════════╪═══╪═══════════╪═══════════╪═══════════╪═══════════╡\n",
       "│ 2024-07-0 ┆ 2024-08-3 ┆ 16.386564 ┆ 23.90151 ┆ … ┆ 30.241524 ┆ 29.563923 ┆ 0.001519  ┆ 2.4745    │\n",
       "│ 1         ┆ 1         ┆           ┆          ┆   ┆           ┆           ┆           ┆           │\n",
       "│ 00:00:00  ┆ 23:59:50  ┆           ┆          ┆   ┆           ┆           ┆           ┆           │\n",
       "└───────────┴───────────┴───────────┴──────────┴───┴───────────┴───────────┴───────────┴───────────┘"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from hftbacktest.stats import LinearAssetRecord\n",
    "\n",
    "stats = LinearAssetRecord(recorder.get(0)).stats()\n",
    "stats.summary()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "37a97930-a639-4181-882b-a756f364a229",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "stats.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bbcc3189-6ffb-4489-a240-5890edafd078",
   "metadata": {},
   "source": [
    "## Trade Impulse\n",
    "\n",
    "Let's examine how it changes when we incorporate the trade impulse."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "cae89231-841a-4a9d-a441-7308d02f14dd",
   "metadata": {},
   "outputs": [],
   "source": [
    "from hftbacktest import BUY_EVENT\n",
    "\n",
    "@njit\n",
    "def mm_strategy(hbt, recorder):\n",
    "    asset_no = 0\n",
    "    tick_size = hbt.depth(asset_no).tick_size\n",
    "    order_qty = 1\n",
    "    grid_num = 10\n",
    "    max_position = grid_num * order_qty\n",
    "    # Our half spread is just half a tick size,\n",
    "    # but it's considered a round-off error, so we use 0.49, which is slightly less than 0.5.\n",
    "    half_spread = tick_size * 0.49\n",
    "    grid_interval = tick_size\n",
    "    skew_adj = 1.0\n",
    "    trade_impulse_adj = 1.0\n",
    "\n",
    "    sum_bbo_qty = np.empty(50_000_000, float64)\n",
    "    i = 0\n",
    "        \n",
    "    # Running interval in nanoseconds.\n",
    "    while hbt.elapse(100_000_000) == 0:       \n",
    "        # Clears cancelled, filled or expired orders.        \n",
    "        hbt.clear_inactive_orders(asset_no)\n",
    "\n",
    "        depth = hbt.depth(asset_no)\n",
    "        position = hbt.position(asset_no)\n",
    "        orders = hbt.orders(asset_no)\n",
    "        last_trades = hbt.last_trades(asset_no)\n",
    "\n",
    "        best_bid = depth.best_bid\n",
    "        best_ask = depth.best_ask\n",
    "\n",
    "        best_bid_qty = depth.bid_depth[depth.best_bid_tick]\n",
    "        best_ask_qty = depth.ask_depth[depth.best_ask_tick]\n",
    "\n",
    "        # Market microstructure signals in https://blog.headlandstech.com/2017/08/\n",
    "        book_pressure = (best_bid * best_ask_qty + best_ask * best_bid_qty) / (best_bid_qty + best_ask_qty)\n",
    "        \n",
    "        # Computes the trade impulse\n",
    "        last_qty = 0\n",
    "        if len(last_trades) > 0:\n",
    "            if last_trades[-1].ev & BUY_EVENT == BUY_EVENT:\n",
    "                last_qty = last_trades[-1].qty\n",
    "            else:\n",
    "                last_qty = -last_trades[-1].qty\n",
    "\n",
    "        hbt.clear_last_trades(asset_no)\n",
    "        \n",
    "        sum_bbo_qty[i] = best_bid_qty + best_ask_qty\n",
    "        i += 1\n",
    "\n",
    "        # Uses the last 1-minute average BBO quantity as the denominator.\n",
    "        trade_impulse = (tick_size / 2.0) * last_qty / np.mean(sum_bbo_qty[max(0, i - 600):i])\n",
    "        \n",
    "        fair_price = book_pressure + trade_impulse * trade_impulse_adj\n",
    "        \n",
    "        skew = half_spread / grid_num * skew_adj\n",
    "\n",
    "        normalized_position = position / order_qty\n",
    "\n",
    "        # The personalized price that considers skewing based on inventory risk is introduced, \n",
    "        # which is described in the well-known Stokov-Avalleneda market-making paper.\n",
    "        # https://math.nyu.edu/~avellane/HighFrequencyTrading.pdf\n",
    "        reservation_price = fair_price - skew * normalized_position\n",
    "\n",
    "        # Since our price is skewed, it may cross the spread. To ensure market making and avoid crossing the spread, \n",
    "        # limit the price to the best bid and best ask.\n",
    "        bid_price = np.minimum(reservation_price - half_spread, best_bid)\n",
    "        ask_price = np.maximum(reservation_price + half_spread, best_ask)\n",
    "\n",
    "        # Aligns the prices to the grid.\n",
    "        bid_price = np.floor(bid_price / grid_interval) * grid_interval\n",
    "        ask_price = np.ceil(ask_price / grid_interval) * grid_interval\n",
    "        \n",
    "        #--------------------------------------------------------\n",
    "        # Updates quotes.\n",
    "        \n",
    "        # Creates a new grid for buy orders.\n",
    "        new_bid_orders = Dict.empty(np.uint64, np.float64)\n",
    "        if position < max_position and np.isfinite(bid_price):\n",
    "            for i in range(grid_num):\n",
    "                bid_price_tick = round(bid_price / tick_size)\n",
    "                \n",
    "                # order price in tick is used as order id.\n",
    "                new_bid_orders[uint64(bid_price_tick)] = bid_price\n",
    "                \n",
    "                bid_price -= grid_interval\n",
    "\n",
    "        # Creates a new grid for sell orders.\n",
    "        new_ask_orders = Dict.empty(np.uint64, np.float64)\n",
    "        if position > -max_position and np.isfinite(ask_price):\n",
    "            for i in range(grid_num):\n",
    "                ask_price_tick = round(ask_price / tick_size)\n",
    "                \n",
    "                # order price in tick is used as order id.\n",
    "                new_ask_orders[uint64(ask_price_tick)] = ask_price\n",
    "\n",
    "                ask_price += grid_interval\n",
    "                \n",
    "        order_values = orders.values();\n",
    "        while order_values.has_next():\n",
    "            order = order_values.get()\n",
    "            # Cancels if a working order is not in the new grid.\n",
    "            if order.cancellable:\n",
    "                if (\n",
    "                    (order.side == BUY and order.order_id not in new_bid_orders)\n",
    "                    or (order.side == SELL and order.order_id not in new_ask_orders)\n",
    "                ):\n",
    "                    hbt.cancel(asset_no, order.order_id, False)\n",
    "                    \n",
    "        for order_id, order_price in new_bid_orders.items():\n",
    "            # Posts a new buy order if there is no working order at the price on the new grid.\n",
    "            if order_id not in orders:\n",
    "                hbt.submit_buy_order(asset_no, order_id, order_price, order_qty, GTX, LIMIT, False)\n",
    "                \n",
    "        for order_id, order_price in new_ask_orders.items():\n",
    "            # Posts a new sell order if there is no working order at the price on the new grid.\n",
    "            if order_id not in orders:\n",
    "                hbt.submit_sell_order(asset_no, order_id, order_price, order_qty, GTX, LIMIT, False)\n",
    "        \n",
    "        # Records the current state for stat calculation.\n",
    "        recorder.record(hbt)\n",
    "    return True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "9ea3c91a-c054-49ef-a130-59003e3b0d9a",
   "metadata": {},
   "outputs": [],
   "source": [
    "hbt = ROIVectorMarketDepthBacktest([asset])\n",
    "\n",
    "recorder = Recorder(1, 100_000_000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "74556801-9f3d-4d9e-9d56-e89bd6e6761d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 8min 13s, sys: 8.03 s, total: 8min 21s\n",
      "Wall time: 6min 48s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "mm_strategy(hbt, recorder.recorder)\n",
    "\n",
    "_ = hbt.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "c4374e1a-7a62-4443-85b9-a697e170f745",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (1, 11)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>start</th><th>end</th><th>SR</th><th>Sortino</th><th>Return</th><th>MaxDrawdown</th><th>DailyNumberOfTrades</th><th>DailyTradingValue</th><th>ReturnOverMDD</th><th>ReturnOverTrade</th><th>MaxPositionValue</th></tr><tr><td>datetime[μs]</td><td>datetime[μs]</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>2024-07-01 00:00:00</td><td>2024-08-31 23:59:50</td><td>16.52588</td><td>24.122559</td><td>2.874579</td><td>0.096359</td><td>106.580844</td><td>30.186685</td><td>29.831983</td><td>0.001536</td><td>2.4745</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (1, 11)\n",
       "┌───────────┬───────────┬──────────┬───────────┬───┬───────────┬───────────┬───────────┬───────────┐\n",
       "│ start     ┆ end       ┆ SR       ┆ Sortino   ┆ … ┆ DailyTrad ┆ ReturnOve ┆ ReturnOve ┆ MaxPositi │\n",
       "│ ---       ┆ ---       ┆ ---      ┆ ---       ┆   ┆ ingValue  ┆ rMDD      ┆ rTrade    ┆ onValue   │\n",
       "│ datetime[ ┆ datetime[ ┆ f64      ┆ f64       ┆   ┆ ---       ┆ ---       ┆ ---       ┆ ---       │\n",
       "│ μs]       ┆ μs]       ┆          ┆           ┆   ┆ f64       ┆ f64       ┆ f64       ┆ f64       │\n",
       "╞═══════════╪═══════════╪══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪═══════════╡\n",
       "│ 2024-07-0 ┆ 2024-08-3 ┆ 16.52588 ┆ 24.122559 ┆ … ┆ 30.186685 ┆ 29.831983 ┆ 0.001536  ┆ 2.4745    │\n",
       "│ 1         ┆ 1         ┆          ┆           ┆   ┆           ┆           ┆           ┆           │\n",
       "│ 00:00:00  ┆ 23:59:50  ┆          ┆           ┆   ┆           ┆           ┆           ┆           │\n",
       "└───────────┴───────────┴──────────┴───────────┴───┴───────────┴───────────┴───────────┴───────────┘"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stats = LinearAssetRecord(recorder.get(0)).stats()\n",
    "stats.summary()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "7a5432e6-1fb4-4965-96dd-771ee25f2cd8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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JJ4f7I1gpFay3rGNoheOAjlqgs955YxQhgMwf8AsDOABiF8IEicJxMhsPpKSk4NZbb8Xtt9/OJ7M5deoU6uvrcf3112P+/Pl45513cOONN+I///kPIiIicPz4cXz66ad45513BnRI8HBHgeIwsnnzZqsu98zMTBw+fBgbNmzA3LlzcdZZZyElJQUrV67ExRdfzG8nlUrxySef4J///Cdyc3MxYcIELF++HNddd53d57v22muxfv16TJ06Fa2trVi7di3mzJkDAJg2bRpiY2ORnZ3N92ISQgghhAxFcXFxaGpqEiyrqakRJPRzhYHlUNvag1+ON2Lx+gN2t1v9jwJIuxuRGhUAhUJh/4CmXk2GATSdgK4HkAcA6jZjMprWU9b7xI4zbm/av5+G0PbF6tWr8fDDD+Oee+5BU1MTkpKS8PDDDwMwvhe//PILHnroIcycORMajQbJycm4+OKL+2103pmKAsVhorCwEIWFhXbXjxw5Ejt37nR4jMmTJ6OkpESwzHxYxZw5c/hAEDDWyPnf//5n81g9PT1obW3F3LlznTeeEEIIIcRH5ebmQiKRYOzYseA4DgcO2A/wTDiOw56TTbjpnd8AACIGYF0YqfrqDeNw5bh4qNVqlJc7qAto0AqSx7gkeoxxnqB5YNgPQaKj69Fly5Zh2bJlVjUqt23bJnisUCjw8ssv4+WXX7Z5nIyMDKxfv76vTSVOUNhNvIplWdTW1uLRRx9FcHAwrrjiisFuEiGEEEKIx0zz4KRSKWQymcNtOY7Df387hdQlm/ggEXAcJP5nZiaOPT0LFc9diivHxTtuDMsCzeXuB4kxOYBY6pO9h0PVqlWrkJqaCoVCgYKCAocdMrt27cLkyZMRHh4OpVKJUaNG4ZVXXhFsU1hYCIZhrP55Y4izp6hHkXhVZWUlUlNTkZCQgMLCQppkTAghhJBhq1ur96jedmZ0ILY8MMX5hhwHqNuBZudZWBGaAnQ1AvJAwD8CYP+a3WgvIQ3x2GeffYYFCxZg1apVmDx5Mt566y3MmjULZWVlSEpKstre398f9957L8aOHQt/f3/s2rULd911F/z9/XHnnXfy2wUFBeHIkSOCfR0OPe5ndBV/BvN2ti7AOAG5P45LCCGEEDLQMjMz7a5bvK4ERz+tBuMg6UuInxTFj81w/QmbTwIr84CARGDyS0BDDyCx0QsokQNB8cbt5YFA+F/l0ZShvduI6DK/v7z88suYO3cu5s2bBwBYsWIFtmzZgtWrV+PZZ5+12j4vLw95eb1Jf1JSUrB+/Xrs3LlTECgyDOP2vNf+RJ8gQgghhBBC/iISifg5dKai7ntPNaNTY0BssAKXvbard1upFtLwBMH++x+bgWA/KdQ6A2RiF2Z5cRxw8mfgw6udbxsUDyjDejOSRmcDIqnjfYhLOjo60N7eW9tRLpfz2fzNabVa7N27F4sXLxYsnzFjBnbv3u3ScxUVFWH37t1Yvny5YHlnZyeSk5NhMBgwbtw4PPXUU4IAc6BRoEgIIYQQQshfgoKC0NraCplMhsqmblyz+hc0dmptbsvq1JCIGBx/5hKrdQqpkzINxR8DX/7T/nq/MCAkBZCJjb2GjI2gU+x4ziRxXVZWluDx448/jmXLlllt19jYCIPBgOjoaMHy6OhoqzJ1lhISEtDQ0AC9Xo9ly5bxPZIAMGrUKBQWFiInJwft7e149dVXMXnyZOzfvx8ZGRmev7A+oECREEIIIYSccUxTZZi/ErwUVbbg6lW7oWupBavpxtM3T8WT//3Zaj+RVAFWZ0ww8vW9kzF+/Hj7T7L1cWD3SmDuD8D3jwCVe5w37F8lgDIaKC8HK1EACj/3XxwRcGVaVFlZGeLje5MJ2epNNMdYJAbiOM5qmaWdO3eis7MTv/76KxYvXoz09HTceOONAICJEydi4sSJ/LaTJ09Gfn4+XnvtNaxcudJp+/sDBYqEEEIIIWRYauvW4e2dJ3BI1YGfDtsuOn/imUsw9cVtqGzuFix/fONBiP2CAQAzs6OxpfQ0xsQH4YA+CtrGSvzrwnTbgUF3M/B/qcJl717ouKHTngAyZgBRowGGgYxlIRKJUFtbi8jISMhkMqdByFDCsiy0Wi3UanW/1z7kOA4NDQ1gGAZSqf1huoGBgQgKCnJ6vIiICIjFYqvew/r6eqteRkupqcbPRU5ODk6fPo1ly5bxgaIlkUiECRMm4NixY07b1F8oUCSEEEIIIT7JYDCgoqIC4eHhCAkJcbr996V1uPPDvW49x4iHNwkXmBex/+u/t27u7TXs0uixc+8BRMpZgONw6PkZGN3zG9w26V5g6sOAzN9qlUgkQmpqKlQqFWpra90/to/jOA49PT1QKpUDEgAzDIOEhASIxU6GA7tAJpOhoKAAW7duxdVX984r3bp1K6688kqXj8NxHDQajcP1xcXFyMnJ6VN7+4ICRUIIIYQQ4pNqamrQ2tqK1tZWKJVKjB492u62rd1au0HipWNjcWVuHLYdbcDHv1UK1rGaLrCaHogDw8EwDJZeOhpPbtjHry9/9lLB9v5yCSZlp+H4zx8Dm/6DbgCIcxCA3PoNkHgWAAao+hVIPhdwoRdNJpMhKSkJer0eBoPB6fZDiU6nw44dOzBlyhSHvXzeIpVKvRIkmixcuBA333wzxo8fj0mTJuHtt99GZWUl7r77bgDAkiVLUFNTgw8++AAA8MYbbyApKQmjRo0CYKyr+OKLL+K+++7jj/nEE09g4sSJyMjIQHt7O1auXIni4mK88cYbXmu3uwY1UHz22Wexfv16HD58GEqlEueccw6ef/55h6mIt23bhqlTp1otP3ToEH/ySf8pLCzEggUL0NraOthN8Yq3334bTz31FGpqavDyyy9jwYIFg90kQggh5IynVqvR1taGlpYWfllPTw8aGxtt9ixuLK7Bvz4tFix79YZxGBUThIyoAIhExl6rGdkxeOrKMejU6JH7xPfgOBa6FhUAYMP8yZiQnY6DBw9iwz/PQZc8DBeMTTMerLsZkPoBIjHw6U0IOroFULH8c9V3sYjy/yv4u3wlMPpy4HQp4B8JRJldn6a6UDvRjGm45EAEUwNJLBZDr9dDoVAMydc2e/ZsNDU14cknn4RKpcKYMWOwadMmJCcnAwBUKhUqK3tvSLAsiyVLlqC8vBwSiQQjRozAc889h7vuuovfprW1FXfeeSfq6uoQHByMvLw87NixA2edddaAvz6TQQ0Ut2/fjvnz52PChAnQ6/V45JFHMGPGDJSVlcHf37ob3tyRI0cE44gjIyP7u7k+bc6cOXj//fetls+cORObN2/22vPMnj0bl1zSm9lr2bJl+PLLL1FcXOy153BHbm4uVq9eLWiTq9rb23Hvvffi5ZdfxrXXXovg4OB+aCEhhBBC3FVaWmpzuUql4gNFluWwoagaD3y2X7DNjWcl4tlrxto9tljEIFgpxb5Hp+Py5zbivEnJuG58IqBuA2Ac9imViDA2PghiXSewbh5wVHgtZTlcsmr2z4jKzzNmJjWtSz3PnZdMhph77rkH99xzj811hYWFgsf33XefoPfQlldeeQWvvPKKt5rnFYMaKFoGMGvXrkVUVBT27t2LKVMc33GJiopyaaz6meTiiy/G2rVrBcucZWxyl1KphFKp9OoxPVVSUoKWlhabPcyuqKyshE6nw6WXXorY2Fgvt44QQggh3qbT6fDZn9VYukcC7Nlqtf6LuydhQkqY7Z1ZA6DXAFIlwDAIkxnw9rUjoDb8NSdRtR/qpVMhbmUBLSCZtxbYNM/2sUyuftOYgAYw9jYSMoz41BzFtjbjnZywMDu/4Gby8vKgVquRlZWFpUuX2g0WNBqNYKJoR0cHAECv10On0wm21el04DgOLMvyhVb7myldr+l5+3IcmUyGqKgoq3Wm4x47dgx33HEHfv/9d6SlpeGVV17BxRdfjHXr1uGqq67Ctm3bcNFFF6GpqYkPwouLi1FQUIATJ04gJSUFhYWFWLhwIZqbm1FYWIgnnngCQO+dtTVr1mDnzp2or6/H119/zbdBr9cjKSkJy5cvx+23327V9piYGKxatQrXXnstACA/Px+1tbV8Rqk9e/bgggsuQFNTE1/8duPGjbjwwgshk8nAsizWrVuHZcuW4fjx44iNjcW9996LhQsX2jxfhYWFmDt3LgAgLc04rMT0Gr/++ms8+eSTKC0tRVxcHG655RY8/PDDkEiMvy5tbW1YtGgRNm7cCLVajfHjx+Oll15Cbm6uzediWRYcx0Gn03l1fHxfmT7/lr8HxDk6d8MDvY+eo3PXN3T+rOn1ev7vrOkxALT16FC4+xR+PtrIr5PHpFvtn58UgjW35CNALoGuu83YsydRAPVlEH9zP5jGY2B0XVb7cfUG6P+xGZLCiwEApTCWLQQA0fq5gMJ4fcMFxYNprxHsa8i6GlxYBvBXW9vb233mZrqv86XfAdNnjVjzmUCR4zgsXLgQ5557LsaMGWN3u9jYWLz99tsoKCiARqPBhx9+iIsuugjbtm2z2Qv57LPP8sGMuR9//BERERGCZRKJBDExMejs7IRWqzU1DND39O3FuaDDIiWzsUHK3uELTuh0Ouj1erS3t9tcz7Isrr76aoSHh2Pr1q1ob2/HokWLABjH/Le3t6O729iGjo4OPlVxV5fxS7WzsxPt7e1Qq9XgOA7t7e2YNWsW7r33Xvzwww/48ssvARiL1MbHx+PSSy/F0aNHERMTAwDYtGkTOjs7cfHFF9ts46RJk7B161ZMnz4dra2tKCsrg5+fH37//XeMGjUKW7Zswbhx48CyLL//xo0bcdddd6GjowPFxcW44YYbsHjxYlx99dX4/fff8eCDD8LPzw833XST1fPNmjULX375Ja666ir8+OOPiI+PR3BwMDZs2IDbbrsNzz//PCZNmoTy8nIsWLAAGo0GDz30EDiOw6xZsxAaGorPPvsMQUFBKCwsxLRp0/Dnn38iNDTU6rm0Wi16enqwY8cOn/wy2rrV+o4scQ2du+GB3kfP0bnrGzp/Rg0NDWhra0N0dDQCAwPBcRwOHT2BlWXOL1OzQ1nckcmCYRqx48fvMb78dcS3/u7yc2v04INEE+1feWPML8G+GvEs/7NS24iQrpPY2RQK7NrFLy8qKrI7QsmVGntnIl/4HWhsbHS+0RnKZwLFe++9FyUlJdhl9gtnS2ZmpiDZzaRJk1BVVYUXX3zRZqC4ZMkSQa9STU0NsrKycNFFFwmKagLGidNVVVUICAiAQqEwLtR2QfSc/Qxb/YldXG0zZbItUqkUW7ZsQUJCgmD5okWLsHTpUnz//fc4evQoTp48yW/DMAwuvfRSKJVKBAUFwc/PWNDVvI6Maa5oQEAAgoKCoFAowDAMgoKCEBQUhLCwMMjlcmRkZPDPOX36dGRmZmLjxo34z3/+AwD4/PPP8be//Q1xcXE22z9t2jS88847CAoKws8//4zc3FwkJiZi7969OOuss/Drr7/iwgsv5NtVU1ODgwcPYsaMGQgMDMTbb7+NCy+8EE899RQAY49keXk53njjDT4DlbmgoCAkJiYCAFJSUpCSkgIAePXVV7F48WJ+cvHYsWPR0dGBxYsX4+mnn8ZPP/2EQ4cOoa6ujh/Wm5eXh++++w5btmzBnXfeafVcarUaSqUSU6ZM6f1c+QCdTscH50NxIvlgonM3PND76Dk6d31zpp8/nYHFiYYu/HmqBU98cxiaui6MjQ/DoxNHYGTGCLzz3W943UGQ+M7fx6LjxD5cPEN4/kR/roG4yDpI5JRhYCfcCXbM38B01EL832vBsPZ7svSTH4Dkl965YrpHGmErE0JkdTXq64W1GfPz8622O3XqFFpbW5GdnS3oNT2T+dLvQE1NjfONzlA+8Wm977778NVXX2HHjh1WgY4rJk6ciI8++sjmOrlcLpinZ+qNkkgkVh9Mg8EAhmEgEol6i3/2cxFQR0QikcvPzzAMpk6ditWrVwuWh4WFQSQS4ciRI0hKSkJSUhK/bvLkyfzzmL9my5/tbWN6XvPHJvPmzcPbb7+Nhx56CPX19di0aRN+/PFHu0VVp06digULFqC5uRk7d+7EBRdcgKSkJOzYsQN33XUX9uzZgwceeIDf/5tvvsHkyZMRGhoKhmFw+PBhXHnllYLjn3vuuXj11VfBcZzNIZ+2Xu/evXvxxx9/4JlnnuG3MxgMUKvVUKvVKCoqQmdnp1XypJ6eHpSXl9t8fSKRyKezlvlqu4YCOnfDA72PnqNz1zdn4vk77/9+QlWz9Uitkpp27DzRjMpWDV7/+aTV+pevy8XImEAAwMiUEPx00uz8cRzwzQJgb2HvDsGJwE2fAUFxYJShEAMQA0BUBvBYI8BxYJdZJLG7fTMgVRovjjNnApI6IO8qSMW2L5dTU1PR3NwsWGb5frIsi7a2NjAMg7a2Nn6kFTHyhd8BCt7tG9Qzw3Ec7rvvPmzYsAHbtm1DamqqR8dx1NXfZ1I/4OH+K3TKsizaOzoQFBhoHWRI/dw6lr+/P9LTrcftA71zIc1ZDoEwPb/5tp6OHb/llluwePFi7NmzB3v27EFKSgrOO89+9q8xY8YgPDwc27dvx/bt2/Hkk08iMTERTz/9NP744w/09PTg3HPP5bf/6quvcMUVVwhen+XrsfWanWFZFk888QSuueYaq3UKhQIsyyI2Nhbbtm2zWk/JlQghhBDbqlu68Y93f7MZJJqs/Om44PGDM0bigkzr3Aum6UFMzZ+AxbBRAMDt3wNJZztuEMOg4c6DwDfPAzFjgYTxwvVSJfSpFwJ2gkSTjIwMHDt2jH9cWVkJiUTCj6BqaGjg19XU1FCgSIaUQQ0U58+fj48//hgbN25EYGAgn7gkODiYnwxsWbByxYoVSElJQXZ2NrRaLT766COsW7cO69at659GMozLwz89wrKA1GB8jn7svczKykJlZSVqa2v5L689e/YItjH1kqlUKn6unbOyFzKZzGYR2PDwcFx11VVYu3Yt9uzZg9tuu83hcRiGwZQpU7Bx40YcPHgQ5513HgIDA6HT6fDmm28iPz8fgYHGO4mdnZ34+eef8dprrwlen+Ww5d27d2PkyJFuJZDJz8/HkSNH7Abc+fn5qKurg0Qi4YerEkIIIYOtvLwczc3NyMvLszt6pz91avQ4UteB3IRgiEUMalp78E2JCs99d9jhfp/dORFXPXnc5jpBkNhhvEYEw6BiyfmYGi6CpMhizl9ANPBAKSB2rYfKwEiA8bfbXe/KDWfzUm1Ab2BoutYyrwNJyFAzqIGiaZjkBRdcIFi+du1azJkzB4B1wUqtVosHH3wQNTU1UCqVyM7OxrfffutRHb3hRqPR8MG2iUQiQUREBKZNm4bMzEzccssteOmll9De3o5HHnlEsG16ejoSExOxbNkyLF++HMeOHcNLL73k8DlTUlJQXl6O4uJiJCQkIDAwkB/qO2/ePFx22WUwGAy49dZbnbb/ggsuwAMPPIC8vDz+i3fKlCn473//K5hnunnzZmRkZCAtLY0fSvzvf/8bEyZMwFNPPYXZs2djz549eP3117Fq1SrnJ87MY489hssuuwyJiYm47rrrIBKJUFJSggMHDmD58uWYNm0aJk2ahKuuugrPP/88MjMzUVtbi02bNuGqq67C+PHjnT8JIYQQ4mWmIZDl5eUYMWLEgD2vzsDij4pm3PTOby7vc9+F6ZiYFo7J6cakgh/NPQv/WGOcW3h2aigeuSQLIhED9LQCH1xp8xjHmlgUxJndCJ6zCUiZ7PHrsMWUu8GZwMBAPqu+yalTpxAcHAyZTMYnBiRkqBn0oafOWBasXLRoEZ+tkwht3rzZaghuZmYmDh8+DJFIhA0bNmDu3Lk466yzkJKSgpUrV+Lii3uHbEilUnzyySf45z//idzcXEyYMAHLly/HddddZ/c5r732Wqxfvx5Tp05Fa2urIMifNm0aYmNjkZ2dbTeJjbmpU6fCYDAIbhycf/75+PLLL3H++efzyzZu3IgrrxT+4cjPz8fnn3+Oxx57DE899RRiY2Px5JNP8m1x1cyZM/HNN9/gySefxP/93/9BKpVi1KhRmDfPWEeJYRhs2rQJjzzyCG6//XY0NDQgJiYGU6ZMQXR0tFvPRQghhHhba2vrgDyPqq0Hk5/7CayLszymjIzE2zcXQCG1GOWj1yCEbcM3t6QCwX8lGdTrgHemOT2mYfJCiPNuAiIynG5ri7PrUFdLXdgKFBsbGymbJhnyaPbmMFFYWGgVVFsaOXIkdu7c6XCbyZMno6SkRLDM/It0zpw5guBLLpfjf//7n81j9fT0oLW1la9X6MyYMWOsvrQXLFiABQsW8I8NBgM2bdqE7777zmr/a6+9lq/D6Ipx48bZ/CMxc+ZMzJw50+5+gYGBWLlyJVauXOnycxFCCCFDnaqtByu2HsNnf1bZ3SY7LggzsmJw6znJ0Bk4BCklkEvMgkNVCfCWRc6C2r+msFz3PhCWAqyxDhLzY0XYZ8gEEiZAn3crdu3ahcxJd/G1lT3hrdrGMpnM5W1PnjyJ8PBwBAcHO9+YkEFGgSLxOpZlUVdXh5deegnBwcGCpDN91dTUhAceeAATJkzwKFkNIYQQQoT2nmrBzWt+w/SsaGwsNibw++SOiTg7NQwAcLpDjUnP/mR3/80LzkOgQoq4YIXjWoGtldZBorkvbExTOftuYNRlYM45H9i3z7jsr5rEGo2mT4Giqz2GzoSHh6OiosKlbVtaWtDS0oKcnBy3AkxCBgMFisTrKisrkZqaioSEBBQWFno17XBUVBSWLl0KwLOspoQQQshw05e/h5//UYVF64wjiUxBIgDc+M6vTvc99vQsSMVOEufsLQS+/pfd1fbaHqZk0Pz3H3qzjjIMsrOzUVpaym/T1taG8PBwwX4sy1ol83FW7N7f3x+JiYk4fNhx4h1vam9vR0RExIA9HyGeoEDxDNcfwVZKSgoFcYQQQogPONnQiee+O4w/KprR0u1ZyStz885NxdLLsoQLOQ54LgnQtLt+oOTJaL7kHZRX1wFfzgdOHxSsTr1yMZotSlMoFArk5+fj99+NiW8aGhqQlpbGr9+7dy8AY34GU0+jRqNBWVkZIiMjrWp1nzxprNeo1+vh7y/McG9ZL9nbNBpNvx6fEG+gQJEQQgghZAizvDnbrdXj1vd+xx8Vrpdm+OcFI3D+yEhEBMgw7eUdgnUrb8zDRaOi4C83u2zkOGDnS8Avr7oeIF76EpB7EyAzZhMt/yuww1VvGMuFMQzAMMbs6WPGAKb1ZhwObf3LkSNHUFBQAAA4ceIEWJbF6dOnrQJFlmUB9AZtycnJOHXqFPz8/JCUlOTaa/JQXV0d4uPj+/U5COkrChQJIYQQQoaBb0tqsXr7SUjDKyCSKhxue8ukZIhFDK7JS0BWXBDEot4ArOK5S23vxLJAhwp4Jcv2enPTlgEtFUBgHHDuA4DEyXw8s+GipjJbKSkpTuf+mXoRMzKEmU9Pnz6N6Oho9PT0WG2bkJBgM1N5REQEDQclxAwFijaY7jAR4g30eSKEENKfOI7D96V1WL3dOJRS11QNeUw6AOCV2bm4NCcOMomDuYRdjcDmJUDGdKC+DJD6A5PvByRy0xMAb00B6kps7z/iQkDTCdzwMRDQ9yGbphrJpuyglrkOLHsGAeDYsWOCx9XV1XbLVlVXVyMqKqrP7TQXEhKC1tZWjBgxAt3d3VCpVF49PiGDgQJFMzKZDCKRCLW1tYiMjIRMJnNpiENfsCwLrVYLtVptNfmaOObr547jOGi1WjQ0NEAkElF2M0IIIV73z4/24tuiCuiaqgXLx8QH4Zv7HGQYNTm1G1g7y/jzgc97l/+83IUn3w1EZ7vRWteYF7q3lRCvubnZpeMcOHDA7jrLuod9lZaWBq1WC7lcjpCQEPj5+eHEiRP8+pycHIftIcQXUaBoRiQSITU1FSqVCrW1tc538AKO49DT0wOlUtnvQelwM1TOnWmugy8Gs4QQQoaulMXf/vVT79/Aa/LiMeecFEyYMN64oOkEsPNloGKHsTyFNywqB5ShxjmF/SA2NtbheqlU6tJxtFqt3XWNjY1utckZxjS38i8KRe/Q3/T0dMhkMqSmpqK8vJxf3t3dLQiKCfE1FChakMlkSEpKgl6vh8Fg6Pfn0+l02LFjB6ZMmeLyFx8xGgrnTiwWQyKR+HQgSwghZOAYDAacOHECOp0OBoPBZi1AjUYDjuMEwYalgzVt/M8M03sj8tKxsRAZ1Kh7YhQiDbWCuYcOnbvQ+H/a+cAHV8LAcqjv4hAdwEA0+nLgvIVAbJ5gLmF/0f9VJ9Eeb8wjbGlxPdGPJ8wTDJkyqoaFGetSmoLFQ4cOISYmBlFRUT57HUPObBQo2sAwDKRS6YD80orFYuj1eigUCvqScBOdO0IIIUNNcXEx9Ho9Tp06hbKyMnAch6SkJEE5hoMHjaUixo0bB7FYLNh/Y3EN/vVpsWBZeIAUL1wxAYo/VkPxySMAgJq//hXECffnjfkboOsGxlwLjL68dz4iACxtQPF+4zDJWoDPIDpQnI3A8WZ9ZsDY4+dt5vkJzNtrWYajrq4OdXV1A36OCXEFBYqEEEIIIW5gWRYMw/R5tIhOp4NEIoFKpeIDRfOeKK1WC6VSyT9WtfVYBYkAsHvxRSh9NA9oq7J+kqvfArKuApxkQRVwlqG0n4WEhDhc7+/vj+DgYJePFxoa6rAH0fwc9zeqM02GEpo0RQghhBDiIo7jUFRUhH379nntol+n0/E/lzd04rLXdmHvqRbUt3ZCb2Ch1bNIWfwtJj37k2A/ObSoUNyErscirYPE+Dzgru1A7g3uBYkY/GDGlTn9kZGRyM/PR25uLr8sNzfXqgc2JycHaWlp/OPBLn/haDgxIb6GehQJIYQQQlzU2dnJ/2zKculNU1/aBgB4/KtSLPv2CGSRKVbb3DY5Bf+ekYmAZ8MBABWtZoHd+LlAwS19asNgB4rukEgkgmGb48aNs7md+TaWiWy0Wq3XM5P7+fnB39/f5c/H3r17IZVKMXbsWK+2g5C+oB5FQgghhBAXmc+Jt+y9csZeXV0Dy+G7AypjFlOzII0zWCd1uWtKGh6fkYyAQ59brQMA5M526Tk9aWd/iYuLQ3JyMgAgNTV1QJ8b6J9ePoZhMGrUKJuvJz4+3uawZZ1OJ+hdJmSwUY8iIYQQQsgAaGpqslrWo9Xjxe+PorjnNACAVXdabWNS/uwlYFbkAL9bDDM9fxGQeQnAsYBIGLwWFRUhIiICiYmJLpdpGqgeRT8/P3R3d8Pf3x9BQUEICwsblFJSA/2cpkynpaWlViU8qqurByVYJsQW6lEkhBBCCHFRX4Ioy7JbV63+Fde99St+P9Vb6sLQ1YIAdCPMT5jNe+8jF4FZf4f1XMRz7gNGXWqsaSiy3cPZ2NiI6upql9tpq7RDf+ju7hY8HqiALS4uTvB4MEpYiUQijBo1ymp5c3PzgLeFEHuoR5EQQgghxAPuBo2mIZ07jzXipQNml2B/BSqX58ZhXv2H0Jd+A+gBJiELSbPuBxechMD/iwLENgKaGcuBvXv5h3K5HBqNxmqzhoYGREVFuTTM0vx19fT0uPryPNbe3o6goKB+fx6T2NhY1NbWDtjz2eNo6LJer0dra+ug9bISAlCgSAghhBACwDhHTKvVOuxF60uPokqlwmWv7bI+pkGPiucuBQ5/ixOrvkWraXl9GU69fzcAYyyZH/tXYHHvn0BEhs3nGDVqFNra2lBRUWG1rrS01KV6feavcSDmKw52IDQYPYqA7ddtasv+/fsBADU1NUhISEB4ePiAto0QgAJFQgghhBAAQElJCQBjsGUvWPQ0UFz7SzkefkcYJAbIxPjkzolg6g8Dy4x1Ae0dneMArX8CpAv2gnFQ7kIikSA8PBwMw6C8vNzmNhqNBiKRCCKRyGav1kBnPXWnJuJwk5OTgwMHDvCP4+LiUFdXxz/W6/WoqKiAXC5HQEDAYDSRnMGoL5sQQgghxEx7e7vN5Za9a64EVCzLYdexRjz2+W+C5QvH6PHRpUowb18AfHk3TjQbjy11cGV24MIPcOREhdPnBICwsDCbyxsaGnDw4EGUlJSguLjY5jaWcyn7g/nw2MEox2GqrZiRYbtndqDIZDIUFBTw71dnZydqamqstrOVCImQ/kY9ioQQQgghZiyTrADGC/gjR44IlrW0tCA6OtrmMdQ6A74qrsWidcZeSkNHb+2+ldfnIGbTbZAc7b34b1Ubg6XGbs447zA0FTi0ESj5HJj9ERCSCADo6uoCx3EuDZcMDw+3CjAqKysFj3t6eqBUKh0eh2VZrw8PbW1t5X/WaDQD3lsWGhrq0jDcgWJKYtPW1mZzvXlZFkIGCgWKhBBCCCFmzIMYE1tZQ6urqwWB4r7KFly9cju0jacAALLoNDCMMcDiWGMv3TcFxcCXj1g/6ZWrsDcmGzKZrLdkwqT5xn8W9Hq9zcAhNjZW8DglJcVpT1RZWRkKCgqw96+EOJmZmVY9fN3d3V4P5Mx7ZwdrjuBQolKprLK1EtLfKFAkhBBCCHGiq6vL7rrGTg3GL/8BAPggEQC0p09CFj0CDMPg3kkRuLj7G+DA1/x6hQRQn/Of3vIWgFVdPVssh8AGBASgs7PTZs9gbm4unxjFHvP1lr2mgLHn1NuB4mAMNyWEuIcCRUIIIYQQFxlYDle+8QsA4Kv5k3Hdm7vxR0WL3e05bQ/Gpcfh4r2zBcuDsi9Cyj+/QIlZIhNXVVdXQyqVwt/fX5AN01bPnEQiQV5eHoqKiuweT6/XO3y++vp6+Pv725336AnzHtHAwECvHXc4c3XIMSHeQoEiIYQQQoiL7vlvb83Cx78qxYEWMcQBofyy567JQWZ0IKQSETrVWozaMAPRDSLsNTtG9Nip2Jt4O1I8vOg3DY1taGhAeHg4Ojs7HW7vjfmF5eXlXg0UzedK0vw74znQ6XSCZREREWhs7J3bWlxcjLy8vIFuGjmDDWrW02effRYTJkxAYGAgoqKicNVVV9kc8mBp+/btKCgogEKhQFpaGt58880BaC0hhBBCznQ1rWr+56KqVhjUHQCAl6/PxeElZ2PMN1dAumYq8Nb5CHh/OlSdFkMs/7YW0Xet91p7zIfE2svWCgCjR4/u83M5Oj7pG8sgMTk5GUlJSVAoekuhDERNS0LMDWqguH37dsyfPx+//vortm7dCr1ejxkzZjicB1BeXo5LLrkE5513HoqKivDwww/j/vvvx7p16waw5YQQQgg502w/2mC1jNNr8eilo3F10TyU/ifFar3B/Np+7hYgPE2wvq8JStTq3sDVUc+i5fzFrKwst5/r2LFjbu9ji2VQRGxjGMYrAT4hnhrUoaebN28WPF67di2ioqKwd+9eTJkyxeY+b775JpKSkrBixQoAxjtkf/75J1588UVce+21/d1kQgghhJxhnv62DK9/seuvRxy+kS0FAFymXY5rg45g7o+PoaLVfm+PnuWAu7bbXOesNIUzFRUV/M+O6h9azm3z9HkNBgPEYrFH+5q4krDnTDN27FiUlJTwj03JfiyHDdM8RTKQfGqOoql2jKMx8Hv27MGMGTMEy2bOnIk1a9ZAp9NZjXPXaDSCoq4dHcYhInq93ifuaJna4AttGWro3PUNnT/P0bkbHuh99NxwPXfmSV1Mr+29Xyrwzs5yfvmz0jX8zxvz90N88AuwnAhN3cYLe8P4eeCixwAxOYCqGOKfl6P7gWLojx4HAAQHBwvOn7+/v9NkMq4KCQlx+J6Ynic0NBQ6nQ6jR4/GATeT6ZSWlvapl4tlWWg0Gpvn2lXD9fM3atQoHDx4kH9sen3m56qrqwtyuXzA2+ZtvvQeeuv3bzhiOB/JT8xxHK688kq0tLRg586ddrcbOXIk5syZg4cffphftnv3bkyePBm1tbVWNYSWLVuGJ554wuo47777LiIiIrz3AgghhBAyJHEccLCFAVd/DH5/3UJPT08HxwELfjUu0NQZA71vZNY1EBkGaPAfhYPxN9o8fkJCgqAOY3p6umC9SqVyOO3GVcnJyQ4Tw3R2dqK9vR1RUVGQSIyv6/jx4/z6xMRENDc3u9QWy9fgivb2dtTX10Mul/M38eVyORITE90+1nDV2toKtVqN6OhovudQr9fzPccxMTFeL1VypmtsbMS8efNQVVWFhISEwW6OT/GZHsV7770XJSUl2LVrl9NtLbvcTbGura74JUuWYOHChfzjmpoaZGVl4aKLLkJ8fHwfW913Op0OW7duxfTp0ynrl5vo3PUNnT/P0bkbHuh99NxwOncaPYsxTxhrIGrqjJdFG++ZhLy8PKQ//C10TeUAw+DRSzKRJzoGfG99DMPIWQg590Gca+c54uPjUVNTwz/Oycmxef727dvXp9eSn5/v9j4HDhzge3Xy8/Nx5MgRPlAcPXo0Tp48ifDwcNTW1vb5ufbt24eRI0cKlo0bN87trKzD6fPnKsvPRnZ2tt2exdbWVlRWViI1NdVnS4/40nto/rtJhHwiULzvvvvw1VdfYceOHU4j+ZiYGNTV1QmW1dfXQyKRCGoJmcjlcsEvkiljl0QiGfQPpjmpVOpT7RlK6Nz1DZ0/z9G5Gx7offTcUDp3ap0BDR0aJIb5CZZnPPqt1banmntw1T/fBac3zqW7U/wNzv5hj91ji6YschjsdHR08D14QG85CMvzZ76NuYCAAKclMMyP646RI0fi2LFjSEhIgFQqhUaj4dsRFBSEcePGATBea5ljGMZue81pNBqUl5cjOjra5vZ9GUY5lD5/fWV57o4cOYKCggKb25pKj5SXl9vdxlf4wnvoyuf4TDWoZ4bjONx3333YsGEDtm3bhtTUVKf7TJo0CV9//bVg2ffff4/x48cP+geNEEIIIb6D4zjsONaIW9/7XbD80zsn4uzUMKQu2WRzv/s/LeZ/vla0A1eILYLEmc8CMdmAPMg47tSJ7u5u/mdHPTwymcxmopfMzEzU1tZCpVI5fS53BQQEYNy4cfyorJSUFEGCHHv279/PByENDQ2orKxEZGQkkpKSoNVqceDAAfj7+0MsFqOrqwsnT570etvPdJ2dnTQMlfSrQQ0U58+fj48//hgbN25EYGAg31MYHBzMZ+NasmQJampq8MEHHwAA7r77brz++utYuHAh7rjjDuzZswdr1qzBJ598Mmivg5DhiuM4HDp0CD09PfwFACGE+Cq1zoCDNW146ttD2F/Vane7G97+VfB4NHMKHxkewl3MDfiFG2O2hsNtki3CnSVKJJ9/I06dOmX3+PHx8QgPDxdksTSxzKVgLiQkxKrnziQuLg4KhQLl5eU21/eF+dSd8PBw+Pn5WfX02Qpim5ubERYWxvdgNTQ0ICkpiU+Q4415l8Q+tVptFSha1lrcu3cvcnJyIJPJbO7f1NRkt7eXkEH9VKxevRoAcMEFFwiWr127FnPmzAFgnOBt+gICgNTUVGzatAkPPPAA3njjDcTFxWHlypVUGoOQftDQ0ICenh7+58jIyD6ncieEkL7q1OhxsKYNu483ori6Dafb1DhyusOjY0WhBd/Jl2BvLYclUuNN58u0ywEwfBkMAMAlLwCx45AxOhtBQUFoaWmxWYBeIpEgJibG7vMFBgbazfQYGBhoN1AErEsl9Bdb3/NJSUmCxDeAcWijZab6lpaWfm3bmSovLw9FRUWCZadOnUJYWBj/udBoNIKsqSYHDhywOQS1tLQUgHFYcV5eXj+0mgx1A/ONYwfHcTb/mYJEACgsLMS2bdsE+51//vnYt28fP+797rvvHtiGE3KGMJWTMaELAELIYKpo7MKU//sZYx7fghve/hUrfzqOHUcbHAaJxY9NR/lD2ahQ3IQKxU04mzlktpbD74r5Vvt8c7XCOrtp4lmARIagoCAAwIgRI2w+39ixY91+XSYhISEYMWIExozp7dU0T7znKFG9K9N3+sLeXELTzUQTGmLaP0QiEVJSUqyWm59vW0GiK1iWRUtLCxobGz1t3hlp1apVSE1NhUKhQEFBgcOqDbt27cLkyZMRHh4OpVKJUaNG4ZVXXrHabt26dcjKyoJcLkdWVhY2bNjQny/BKepnJoTYZVlUWaVSIS4ubpBaQwg502j1LJZ+eQCf/1mN6woS8MXeapvbxYcoUdPag7vPH4H7L0qHn0wCdDcDR7cA/xcp2PYz+VMoYtMxX3s/divuB2AjAPv2QeHjW78CAERFRfGLbPXuBQQE9LkYekhICADjvETTsH8TR4GiQqHo0/M6o1AobM5fLCsr8/iY5q+NOBceHo6AgABBQGiqQe4Mx3Ho7OyEUqm0OczUFHCKRCKH9cyJ0WeffYYFCxZg1apVmDx5Mt566y3MmjULZWVlNqfp+Pv7495778XYsWPh7++PXbt24a677oK/vz/uvPNOAMZa8bNnz8ZTTz2Fq6++Ghs2bMD111+PXbt24eyzzx7olwiAAkVCiA06nQ56vR5NTU1W61iWHbDhT4SQM9Mvxxvx93d/EywzBYkysQhv3VKAKRmREIvMgjJtN3BwHfDmTUDzCYfHzxMd54NEAODC0oEr3gHeOt9649u3AFJjEOZofmFsbKxXb6QFBARYzT9zFIRazk3rD6bekEOHDjnf2AX9HdwOR7Z6djmOc3qDwrzsiaNMqOXl5ejp6fGJEnK+7OWXX8bcuXMxb948AMCKFSuwZcsWrF69Gs8++6zV9nl5eYLhvSkpKVi/fj127tzJB4orVqzA9OnTsWTJEgDGPC3bt2/HihUrBi0XCwWKhBCBzs5OHDlyxO76oqIijBs3zqq3kRBC+urnw/W4rfAPu+uVUjF++bs/wo48BfxRCxz/wflBA2KAzjrg/iLg93eAX1dZbcLd+wdQXCxcGBgLXP0mHyTa6okZNWoUVCoVEhISBiToMfU22mJv3qO3+fn5Od/IRZbDVolr4uLiBHUt1Wq10/wB5omFnAWWdXV1Z2Sg2NHRIZh3bFliz0Sr1WLv3r1YvHixYPmMGTOwe/dul56rqKgIu3fvxvLly/lle/bswQMPPCDYbubMmVixYoUbr8K7KFAkhAg4ChJN2traaGgKIcQrurV6SMUiZDzync31q/+ej1d/PIYVs3Mx6sibwKfPuH7wq98Gcmf3Pr74WetAcVkbOL3e+PNd2+0eylYg5u/vj/T0dNfb00d9HdbqLQUFBdi7d6/b++Xn5wsKxzc2NiI5OdmbTTsjxMbGQqVS8UOR6+vrERwc7PL+LMvSzV4bsrKyBI8ff/xxLFu2zGq7xsZGGAwGREdHC5ZHR0db1Xq3lJCQgIaGBuj1eixbtozvkQSMAbonx+xPFCgSQtzW2NgoCBQ7OjpQXV2NxMREn6jpZDAYUPxX70BiYqJgXhEhZPAdrGlDdUsP7vnvXrA2pt0tvXQ05k2MBT67GVh3E2YBwFsWG4WNAPwjgZgxQMYMoKcVyJgO+Dm5iRWTA9QdAHJvNPYYAjaH2VvSm4JJN0RERAgShISHh7t9DEumYYMcxwmCroEOIseMGeMweUpERAQSExP5TJ1JSUlgGAZ+fn58XckzsdfKW0aPHs3PD2UYBidOOB5ubU6v18NgMPRX04assrIywWfSXgInE8vfOVeGAO/cuROdnZ349ddfsXjxYqSnp+PGG2/s0zH7EwWKhBCwLIuioiK7haBHjBgh+CNkmQ316NGjAIy9kQUFBdBqtaiqqkJ0dPSgBI6nT5/mf66qqrIKFNVqNWpqahATE4PDhw8DMGYqlEqlA9pOQs5EegOLy17bZWcth93TqxD3403Aj3Y2ybkeuOZtlwrd23S39XNXV9tOkmMuLS3N7adKTk4WBIqO5ji6y/Li0d/f32vHdoWzi+j4+HiIRCIEBgais7OTHzZrPtzUm8NYzzTmQ00bGhrc2pfjOD5YJ70CAwP5rMaOREREQCwWW/X01dfXW/UIWjJlJ87JycHp06exbNkyPlCMiYnx6Jj9iTJSEEL4QM8yADQJCQlx6w/6gQMH0Nra6tIw1v5gq+Cw6R/HcSgtLUVraysfJAKwWRibEOJdb/x8HOl2hpj6QY0Kxd8Rt3OxzfUAgHv/BK59x/Mg0UPZ2dkIDQ3t83GcBVd9MRgF0/Py8pCRkYH8/Hyrtpjak5GRIbgRZ5651dWMncS7jhw5IiirkZ2dLSjJQhyTyWQoKCjA1q1bBcu3bt2Kc845x+XjcBwHjUbDP540aZLVMb///nu3jult1KNIhjXTHyF3xu57wmAwoKmpCaGhoUOyV0qtVlstCwsLQ2xsLP/HfvTo0R7NSTl+/Diio6Oh0+kGbF6joyFigxW8EnIm4zgOqUs2WS1PYBrwoOQzTEmQIEy1w3rHJdWAPBAw6AHxwF6yiMViJCcnw8/Pr18DvL4wDeP0RlkOT4hEIps9MOaZsRmGEQSx5sNxaZ5c/xo9erTNDLWWfyNNiZgsk+S4q6OjA3q93is3VXzdwoULcfPNN2P8+PGYNGkS3n77bVRWVvK13ZcsWYKamhp88MEHAIA33ngDSUlJGDVqFABjXcUXX3wR9913H3/Mf/3rX5gyZQqef/55XHnlldi4cSN++OEH7NplbwRG/6NAkQxbHMfh+PHjANBvWTr1ej06OzvR1NSE1tZWqFQq5Obmev15+putuQoRERFWWfykUimf0KG9vd3mBYJlb15bWxsfsMtkskGfw2ie+c2SSqXy6tAwQs50BpbDnhNN+McaYamLldLXcIV4T+8ClcWOjzYJA8MBDhJHjhwJiUTiNJPkYBs5ciTa29v7/Waouxydt8jISD5QHOy/B8Odu9c95u+HwWBwe3/T6KTs7OxhX/pk9uzZaGpqwpNPPgmVSoUxY8Zg06ZNfHImlUqFyspKfnuWZbFkyRKUl5dDIpFgxIgReO6553DXXXfx25xzzjn49NNPsXTpUjz66KMYMWIEPvvss0GroQhQoEiGMfOApaury6Vx5+7o6elBbW0tWltb+WV6vR5arRYymcyrzzUYbM1XNB8y1NHRgaCgIMHrB+BwQr1pDmN/Mx/K4Y6Ojg4KFAnxgro2NdbsOol3dpZbrSu/TQzmkz029oIxOc1/jvdz65yzN1/b14jFYp/svXE1SKBA0fuSk5NRW1uLjIwMt/c1DwxbW1utki+ZbhQ7GznV0dEBrVaLwMBAn8nU2x/uuece3HPPPTbXFRYWCh7fd999gt5De/72t7/hb3/7mzea5xU0R9EHUOYp7+I4DgaDQRDUmCZtazQajzLXWWpqakJZWZlVkAQY5+eZvkwH8r1lWdajgsvm58kZ82LSpsQJzc3Ngm3MaxDZMhBFoT097x0dHR4HmYQQ4/fJrmONmPjsj1ZB4hWi3ahQ3ATmk9m2d57/h08Eid6eqzVixAgA4IecnQkc3XAzD0bMh6gS7/D398fYsWOhVCrdPr/muQgqKioE6ziOQ0lJCUpKSqDT6az+Vpon1KmsrMSxY8dQVVXl/gsgPoV6FAfZqVOnUF5ejvb2dq+kzSZAeXk52traMHLkSH6ZTqdDV1cXn7wkLy+vT3+g6uvrHa4vKSlBcHAw2traBmwIRklJCQwGg9uvraWlxeVtzeeZmAJMdwJNwFhktr+GApvYOvaoUaMEyWvsOXjwIMLDw5GSktIPLSNk+NhzmsG/Hv0er92Yh3d3lWN/VavVNtePT0B+Uigy2JMo2Py69UHybwXOuQ8ITR3w4aX2eHs+YkhIyICMpPAljr7f5XI5oqKiBiX5zpnA/PPrSs4E82slW0x/481v8pqSv8lkMuTk5KC+vt5mUNjQ0IDExMRh3as43NFv6SAz1W5SqVQUKHqJKfAxD+Y4jhMECRqNBkqlEseOHRP0gLkaZNkqvGzJNC+vrq6u34MOlmX5XrSioiKXSj2Y5nDGxMRY/cFOSkpy+pytra0IDQ21mynVkeLi4n69cOrs7LRaZi91fFRUFMRiMVSq3klSTU1Ndt8zlmVx8OBBQQkOMrx1d3fj6NGjiI+PR2Rk5GA3xyf8UdGCT08ag4H7PimyuU0E2vB/kaXApqeFK6b8Bxh7AxCSCEh8M0kMcZ8pEUpMTIzTbRMTEwegRcQZR9cKYrEYGo3GYa1MrVYLlmUd9hxqNJphP19xOKNA0Ue42ytjzpSJ8ky7Y+mM+ZBIezWGLIdJVlVV8RORHfH397c57NSWgRhaYzmcVqVSOQ32bGU6VSqVkEgkdi+GzRMmNDc3IzU1tU+fXUtNTU2or69HWlqaV+7qh4eHo6Wlha9/Nm7cOBQXFwOw/n0xDxQdaWtrg1arRUdHB4qKinDWWWf1uZ3Et5myBlZWVroUKGo0Gpw4cQKxsbE+OX+sr1IWf+tkCw4Vir8bf/zZYtU/1gHp0/qjWWSQxcbG0hxvH+DomkMul0Oj0SAmJkZQWN5ccnIyTp06hYCAAD45jSPOapCePn3apesq4psoUPQRti7aXWGewbGtrc3nMp/5Ko7jbAY4jY2NiIyMdFoz0NfmsVm+Fmdz9NRqtaCGkklWVpbD/Wz9AZLJZB5/fi2Z5kQcPHjQ4xsfWq2W/zk8PBzJycn8sBexWIz8/HyXhsFUVlaioaEBcXFxaGhogE6nw7hx4wTFszmOw4kTJ/g5SGT4sSxKXV9fj6ioKIf7HDlyBDqdDidPnhx2N/Cuf7M3CU0AujFZVIot7Hj8Z+YozJ8YDny9ACj70vbODx4DAhyfO0KIZ4KCgpwmsBkzZgw4jnP4N9C0juM4wd9Te+zdiDdpbGzk/27297QT4n0eBYqFhYW4/vrr3SrATRwzH/tdW1sLPz8/hISEoLOzEy0tLYiLi4NYLIbBYEBxcTHi4uIQGxsrGP52/PjxYXdR0l9YlrXbE3bo0CGH51Gv16Onp8fl53JlmGpfWc4zdBYolpaWeiWpD9B7kyM2NtblXjlzer0e1dXVVsH34cOHodVqkZOT49b8hpqaGv5npVJpta+9Y4WHh/NDwYHeP37mNaVOnTpl1Qvtas8yGZosvyeqqqqcBoqOfud1Oh3q6uoQGRk5pIZjNXRoMOHpHwTLDirm9T7Y/tc/S5ZlLnyQt74LCRlMzhLJmTj7e2pa7+rx3HH8+HFkZmZ6/bik/3g0Jm7JkiWIiYnB3LlzsXv3bm+36YxWU1MDlUqFEydOgGVZHDlyBPX19fxwOdP/potXW4lIGhoarO6CEyGDweAwmHIUCJaX92byi4yMRE5OjsPJ4AMRSJgHR4Cxd/nIkSPYu3evy72fff3ytuxVlMlkyMrKsntDydQbfurUKTQ1NVnNK+zq6oJOp3P7/Jlf2LuTLCE5ORmjR492uI29uRym+ajkzKLT6XD69GmHgYbBYMDRo0f5KQIVFRWor69HWVnZQDXTK8yDxFmi31ChuMn5Tnf85PNBIkCZx8nQ5e3ES4B1JnNLcXFxDm+WjRkzBrm5uTaz/HZ2dnp1ugrpfx4FitXV1fjoo4/Q0tKCqVOnYtSoUXj++edRV1fn7fadMUwXoObn0LxQJ2B9d8d8CJxJTU0NKisr+Tk1ZxpXe/oMBoPDzKX2LuJYlhW8D1KpFDKZzCdrbpkCr4MHD8JgMKClpcVuaYqUlBSP6lmZD302nQsTrVYLpVKJkSNH2hyaefjwYbslRsy5e7ffnSyu5hiGcTpKwl5CnOPHBz+lPxk4ppsix44dQ3V1Nfbv32932/Lycj7h06lTp/ibeEPhYqlLo4dGbxDMSfzXWANWy161vcOke4F79wJRWcD9RUD80Bjhcqb+vSRDX1hYGP+zefmqvnAWfDqa3xgeHg65XA6JRGL37yUlghtaPAoUxWIxrrjiCqxfvx5VVVW488478d///hdJSUm44oorsHHjxgGplTbUmY/95jjOariS+TA4wHhRYu7UqVNWxzQPND29YB7KXL1LX15e7vSuma2g07KukPmcPXtfrs6GqblLq9UKPjuu9B5XVVXh5MmTdm/muJNx1/wPk3km2bCwMJvnQCwWIyQkxGaSA1cCe3d6FPv74tubx+/u7qbvSR/EcRy6u7sdvtemQNH882uvV8q8t7mxsXFIDHPU6lmkLP4W2Y9vQebSzfzypyVr8MDRm613yL4GWNYGzHwaiEgH7tkDhKUNYIs9p9FoqEeRDFnmo2bsJc4y/V12dQqHrRum8fHxSEtLQ0ZGBhiGsZswxzJpTXR0tNU2NTU10Ov1NPJtiOhzOsaoqChMnjwZkyZNgkgkwoEDBzBnzhyMGDEC27Zt80IThy/zuU96vd7rCVJOnjwp6HU0GAwDMl9uqHA2SbusrAzNzc2CIZWWwXdISAj/s71A0ZvBhV6vx4EDB3DgwAGwLAu9Xi/4HNljXobFsj3uZiOzVzZCJBIJSmXk5uYK1pvm1brLnXkS3ugZcDT81HzSfl+G/LS0tODQoUOCYczEN9TU1Dh9b2x9jw6FANBVI5d+Z7WsQnET/i75kX9syLsVG/M+gO6RRuC6tQPZPK/R6/UOU/8T4uuUSiX/s705z5mZmYiKinKarM7E1ndZdHQ0QkNDERQUZHe/kSNHWgWjCQkJyM7Ottp2//79OHz4MAWLQ4DHgeLp06fx4osvIjs7GxdccAHa29vxzTffoLy8HLW1tbjmmmtw6623erOtw45lj2F/9IaYeh05jkNxcTFKSkr4L4GhMPTJHSdOnPB439DQUIwYMUIQ+AHGnsfS0lKr9wowloowDxZSUlIQGhqK1NRUwXYNDQ1eOdcGg0EwxO3kyZPYv3+/oMciMTHRaYIMy2Ef7qbvt3dX0vI12pof6K2hMbYYDAZBD4+nz2V+N9WyHpj5UNu4uDhERETYPIaz99uUcba1tdVrGWOJd5h+P1paWtDe3i7oNTeprKy0Sgk/XHql5qz93WrZWYzFDZj7i8Fe8tIAtaj/+Fr2akL6g1QqdenawMRW9nxXeiPt9TIqFAq7CQJra2uH3bWorzh+/Di2bNnCXxd5ep49ChQvv/xyJCYmorCwEHfccQdqamrwySefYNo0Y20kpVKJf//73w4LcBJr/XmhYd571tjYiPLyckHQOBzYG6I4btw45OXlOZyDl5aWhpCQELu9axUVFVa/ZJa9Y1KpFGlpaQgLC7P6UvTGEEPLixpbCVSioqKQkJDAPzafM2himfjGW3UevfFZMr87auLqHzfLnkdXij7bk5iYCH9/f4fHEIvFgs+A6fOh0+mwb98+PnmJM0MtqcmZxHK4vznLGy6ejNbwtQskrZ7FtiPGXvPXpa+iQnETKhQ34XP5U70b/fsIEJZq5whDi62LX0eJyQjxNQEBAQgKCrI5xNNTrv4ttyxz4azshb2bt9Sr6F1NTU2YNm0aRo4ciUsuuYTPRj9v3jz8+9//dvt4Hl0hRkVFYfv27Th48CAWLFggmLNkEhsbS8OqnLDMCOVJaQFXaDQaQXBQU1OD5uZmvizBcMYwDMRiMUQiETIzM50OvXB018zyos6d8jCeXhDW1tbi8OHDYFlW0Jtli+lLOCgoCAqFAqGhoUhMTHS4jzeT8Pj5+fGF7W0FqCZJSUk2extzc3ORlZWFpKQkwXJXbqBwHCeoCzl27Fi3SmpYioqKwqhRoyAWix0WWDf/w2jKgFlSUiJY5oyvBQvEM57cDPKl976tR8cPOf1A+iwuE/9me8NAz2/A+Bpb3xG+mJiMEHsYhkFGRobgBnFfuXptYzmixtnfXHv5Gqhn37seeOABSCQSVFZWCt7L2bNnY/PmzQ72tM2jvNXnn38+8vPzrZZrtVp8+umnuOWWW8AwjNtzn840lr+M/XVXxZTx0pampia7c86GA8u7w7YCGPNELo7uiBUVFfE/p6amOv1SzM7ORmlpKQDPexRNNw8aGxud3kgw9ZgyDCOYE5Cfnw+dTocDBw5Y7ePpXUg/Pz+rz6tYLEZoaKjTWp6RkZGIjIxEfX29YNSB6dxbBlf2gq19+/aB4zjk5+dbFfy1V8bCE0lJSXYLCpt/Bk6cOGF1TjQajVVb3KnBSYYO0xBid77Hu7u7Pco2bPL4xoMwcByWX5Xj8TEACLKansUcwhSx9XcFFCHAYusEakMZlbUhxJrlKCN7uQUsr4Ec3SAG7F9fuTv9hTj2/fffY8uWLVY3DzIyMmwmwXTGox7F2267zeYXbEdHB2677TZPDnlGcrXHw9Yvn+XFp2XP0ZgxY/ifh9Pw0r6ydc49CZRd+WIzHzLpSc+B+ftWVVXl9H20dxeQYRjIZDK+t88bRo0ahby8PP6xRCJxuwcvKipK8Dk17W85T9QWjUbDn9PTp0+7lNCnP5i/ZltDeI8cOWK1zNacRPPeUDI0md5/dxIq9aVH8cEv9uP9Pafw0a+VOFjjesBjymiasvhbXL3qFyz8vNi8RcJhpgAw7QlgSc2wCxIB6+/M/pxDTchQFBgYaPf3wjIhoCvXAJa/c2lpaX0a/UOsdXV12bwebGxs9CgJn0eBIsdxNt/Y6upqm5Ng7dmxYwcuv/xyxMXFgWEYfPnllw6337ZtGxiGsfpnK9nAUGGZGdIWW+faMlCxvFNj/mFwNM/G2Zjy4cbyYn7cuHFW2+Tk5CA8PNzh/DR3v9j6e1iaSCRy+l5afmbcKYlhyTI9tq06ia6Qy+XIyckR/B74+flhzJgxdhPFAMLAqru7W/Da+2PomK3h9Samz4KpbqUzthIjnYmlbIYbZ1mUbbE1BNsVHMfhf3t7pw3c8t7vaFc7Huas0Rtw7vM/CTKaFlW2Yv2+3mkJFYq/9+4wfq6x5MW5CwC5572evszyO9OTrMyEDGeOruldzR9gLjMzk89F4O/v77UcCaTXlClT8MEHH/CPGYYBy7J44YUXMHXqVLeP59Zfqby8PD44u+iiiwR/5AwGA8rLy3HxxRe7fLyuri7k5ubitttuw7XXXuvyfkeOHBGk6HU0h8jXicVip3X2OI6Dv7+/YI5aSEgIxGIxTp8+jbFjx3qcOXG4ZOrzlK3gSiaT8b2M9uoOussy6Ovo6IBYLBbc9bFcZm/IZV5eHk6fPg2DwYDo6Gio1WqXLzhzc3Nx9OhRiMViJCUl8UNjPZWTkwONRtOn4XO2eszlcrnVHxCWZdHa2oqgoCDB8D7LICs9Pd3jttiTmpoqqLsZHh7OfzacBfRarVbwGr05LJb4jvr6eqdzgi15epE069WdAIArRbugYHT4rGsqxi77HoefuhgKqfA77UB1Gy5/fZfD410n3oYXpG8LF172skdtG0roBg0hjjkqh+HJiAiRSITRo0ejvb0dcrm8T9nqiW0vvPACLrjgAvz555/QarVYtGgRSktL0dzcjF9++cXt47kVKF511VUAgOLiYsycOVNwcWi6uHYn4Js1axZmzZrlThMAGIesuTI8bahw1gPCsixSU1PR1tYGPz8/aDQaBAYGCoYE+Pv7D0RTfZplMN1fPMmK19zcLAgAjx49CgD8fD7zZWFhYYiLi7M7nFIkEgnufLsTeEgkEj6hjzdqaspkMqfzEjxlHkRzHIeqqipBXVB7BuIOpaPeTkuHDh0S9JgGBgaisbEREomEhoX3UVdXFwwGg8OLGW8KCwsT3DCw1R536PV6j4YCHa7rwFzxt3hU+l8AwB42C5VcNP7x7m/44u5JfC/33lPNuHb1Hqv9b5f/hDmjgQuLp0ACg3WQOPpyt9s0FA3E3wtChqLMzEzodDqbmchNzEfHuPN3l2EYBAcHU13vfpKVlYWSkhKsXr0aYrEYXV1duOaaazB//nyPRk24FSg+/vjjAIxzumbPnu1Rt7M35OXlQa1WIysrC0uXLnXYlarRaAQZlUwFwfV6vU98SHU6HRiGEVwwpqamCjLGmrJ2moYOyuVypwWfdTqdyxehvnAePGFqt+n/jo4OsCwLqVTKLzMYDFavLyEhARUVFRg9erTT1276hTNJTk6GQqFw+ZyZ3oP29nZ+n6amJn65SqXie6dMy+rr61FfX2/zeGPHjvXa+2V5/nxNQECA4Py52rvbX6/H/PfJ1BPvyu+Z6bumq6uL78HQ6/VQKBSCkQBdXV1gGIZ6HF1kMBj4YunZ2dkeBVy2fgcMBoPdO+WmG3P2fj/dLd5u2dvsDlOQCAAvSt/E9drH8OepFox6dDNevi4H8z/Zb7XPW2OPY+bRx4wPDgPHFe9abaO7/6Axs6mT3yNf//5wBcdx/O9vamrqgL6W4XD+BhOdv/4ll8vtXmuamI/sYRjG7ffCl97D4XbTNiYmBk888YRXjsVwPpKfm2EYbNiwge+1tOXIkSPYsWMHCgoKoNFo8OGHH+LNN9/Etm3bMGXKFJv7LFu2zObJevfdd93qFehvx48f53+2DBQDAwNdyk5ZW1uL7u5upKamQiwWC47pSHJyMqRSqd25p0NFZWUltFotYmJioNfrodfrB/09Nr0HMTExfA+8SqXi72SLRCKX5y+a3qczBcdxbg9LiY+Pd3gHtC/Mf5/Mh7dqNBo+e2tgYCB/M8qcveXm5HI5NBqN4LNC7CsvL+cD9ujoaK/NTT158qTN30nzz5ar363mUlJSUFFRYfeY7vD7cwWmi/dZLR+h/hAGWNQ2gwEnFDe7dNyNeR8432gYMf8u7o8h64QMZ5bfg0P5d6ixsRHz5s1DVVWVV0uNDIa1a9ciICAA1113nWD5F198ge7ubtx6661uHc/lQDEsLAxHjx5FREQEQkNDHQYUjobm2G2IC4GiLZdffjkYhsFXX31lc71lj2JNTQ2ysrJQXl6O+Ph4t9vpbTqdDlu3bkVERAQ/zyw3Nxf79/feDRaJRDaTrjhTX1/vUp3ExMREtLa2QqPRIDs7e8gEi6ZzN336dEilUuzbZ7xwyszM9JmhuEeOHEFXVxfS0tL44dIlJSVu3b3Kysrql957y/Pni0zvqatsle3xFvO25OTk2Dx3HMcJyqg4o1QqbZbL6M/XMVyYvx8hISEeZfW1/B0oLS21W9PL/D1x93MJGEcDmI9OAIwXVu4Omz3V3I301Uk2172tvxTP6HsT0oSiHUWKu106ru4R58O6BdsPge8PZ8zfx4H+nRsO528w0fkbfOa/PxEREVY1kJ3xpfewpqYGqampwyJQzMzMxJtvvmk12nL79u248847bWZjd8TloaevvPIKf8f2lVde8ZlgYuLEifjoo4/srjd1n5u0t7cDMM7VGuwPpjmJRMIHigqFwio5iSdtDQwMdCnJiXl9PrVaPWDzfbxFKpVCKpVCoVBAr9dDJpP5zHur0Wj4wqempEvBwcFu1e/q7wLQpvPni9zNCtmfr8O8LabnsXXu4uPj0dLSgpEjRzodijh27Fjs3bvXarmvvh++xPz96Ozs7NM5M72PBoPB7mfO/PieZCuVyWRW+zn6O9SjNWDO2t/xW3kz7r8wHQtnZILjOEx7ZRcq7Nw3ulPyLULRgeX6f2C/4k7bGz3eCpj+frdUAOvuAG76zOPz58vfH87Y+p0eaEP5/PkCOn+Dx/z3Jz4+fkh/h3iagdoXnTp1CqmpqVbLk5OTUVlZ6fbxXD4z5l2Vc+bMcfuJ+ktRUdGwSGndHx9Sy141yyGttphKaURFRbmdwW+wmTrHfbXkh0ajgVwupyLP/cRROZOBlJCQ4NIdSdPw0oCAAKvSGrW1tfx8OFMgmZ+f7zM36M40lr1NkZGRaGhocOsY5skejp3uQKBCihQbIwte2HIYb/wsHHK98qfjWPmTa8Ndr5PswHWSHdYrrnwDGPf33iARAEJTgHlbXTrucONqORtCiG0ZGRn8NSOVufAdUVFRKCkpsaoRvn//fo/KonkUnTiLSF3tfu7s7BSMcS4vL0dxcTHCwsKQlJSEJUuWoKamhq8HsmLFCqSkpCA7OxtarRYfffQR1q1bh3Xr1nnyMnzK2LFjwbIs3/sZERHhUoZHR8RiMfLy8qDVaiEWiyGVSp0Giib19fWQSqU+c/HtCtO8Il+9mD548CDGjh3r1j6e1iccruLj41FTU2O1PDU11WGtQ2+IjY2FSqVyab6wK5KTkwHAZmkblUqF2NhYwTDIU6dOWX3xk4Fh+Z2SlJTEB4qhoaF2yyykp6fj+PHjCAwMBMMwaOhQ47bCP/n1vz6TDtOf7e8OqPDP/zof0jqaMSt8f9PnwM/PAKpixzuZ9yISAHB7+BUhRMh8frVOp+u3DOjEPTfccAPuv/9+BAYG8vlbtm/fjn/961+44YYb3D6eR4FiSkqKw4txV2vz/fnnn4IxtAsXLgRg7L0sLCyESqUSBKVarRYPPvggampqoFQqkZ2djW+//RaXXHKJJy/D55gPkY2NjeUDxb50yYtEIo/nt9XU1AyZQFGj0fA9ir58Z8tyjpIteXl5MBgMUKvV/T7sdKgxDR0HjHczlUpln+s4uiouLg5hYWFuZb11xPR7aW++6rFjxwSjJZqamtDT04PAwMAhP4eiP3R1dbk0N5llWdTX1yM4ONgrIzkCAgLsBorBwcEYM2YMZDIZWJbDXZuaIItMga65GpxBjwUf70VRo+00AYnMaeyUPwAAqGIjcZ72VcihxXfyJb0bjZxp/PdqrnEYqS3LaASDM/2VAIuQ4cx89BYFib5j+fLlOHXqlKDePcuyuOWWW/DMM8+4fTyP/kpaJmvQ6XQoKirCyy+/jKefftrl41xwwQUOC3YWFhYKHi9atAiLFi1yq63DganunTcEBQWhvb0dISEhaG1tdbo9y7I+HXiZlJWV8T/7ao+iK2JjYyESiSASiQZ9zL6vycrKErzPfn5+Az7XeCBLAnV0dCAqKkqwrLu7G93d3QMeKLIsi5aWFgQFBdk83yqVCmKx2Kq9A0mr1boUKNbW1uL06dOoqamx28PvTjZi83qftkilMtzy3u/YeawRjMh4YbVS9DJqmAg8d/AmyGN6MwXKocURxRyrYySKGlChuMn+k9xfDKyaCHQ3AVI/4L59QM2fQMIEl17Dmc5WQilCiGMikQhpaWngOI6uV3yITCbDZ599hqeeegr79++HUqlETk4OP4rJXR4FiubFo03Gjx+PuLg4vPDCC7jmmms8agzpZX6nxpuBWlpaGpqbm10OFBsaGrw21K4/mV/U+VKgaArMHcnIyIBMJkNXV5dH48eHM9MFe0hIiNVd/6Ew+dzeEHJTBlxn7JUHOXz4MDIzMwfss15XVweVSgWFQoHs7Gx0dnZCqVRCLBajoaEBtbW1AIyjSUy9oGq1GiKRqF/uNNvKTNrQ0MDXmnXk9OnTNpebf4eMGTPGae//6NGjoVarERAQIKjdapKTk4MOtQ45y77nl00SleIT2dPYyxiQypxGMlOHOqTDD2ps938YkQbXaoVaYRhg/m/CZUkTPTsWIYS4yJXvXDI4Ro4ciZEjR/b5OF690ho5ciT++OMPbx7yjCUWi/n5SN4MFMViMZ990xV1dXU+ESjqdDpIJBKXLox9qQc0IyPDZlZLk4SEBD7L7ED2Vg0Vo0ePRlNTE/8ZTE5OxqlTp5zs5TvsBbN9Ld/S1dWFhoaGfunBY1kWLMsK2m7KjKxWq6FSqVBbWws/Pz+MHj1akDW5trYWSqUSAQEBKCsrg0Qisdtrx3Ec2traXA6azdnKJmuvrIWrzGscuvId4ufnx/cmKpVKdHSroZCKodOzuPa9YkhDzYM+DleIdmOl7A3BMd6QvoYCxSrjA8sZG/m3AlesBJYFC5cHJwJtVS6+KuIKX/qbQQgh7lq4cCGeeuop+Pv789P47Hn55ZfdOrZHgaJlDwnHcVCpVFi2bBkyMjI8OSSxob97l6KiolBfX+9wG3fq/fUXtVqN0tJSKJVKrw7DHSgFBQXo6ekRDJsEjPOXfCEI92UKhUJQ7zQ8PBxdXV1DZu5mXFwc6uqMAQPDMBgxYgRaWloEN2tc7d23VFVV1S+BYklJCQwGA3JycvjeQPN6j6bew+7ubgCw6kk7ceIEEhMTwXEcdDodOI6zeYPHVIPLFHD2lVardbqNo+Gk5vMMGYbh6x46u7F29apf8HtxKVit8fxIQ+MgDY3j149nDuN/8iedto03ZxOQeDYg/uvP81WrgS//CWRdCVz3vrH38NfVQODQmD/uiyxvKvjSKBRCCHFXUVER/7d43759dr/TPPmu8yhQDAkJsXoyjuOQmJiITz/91JNDkkFgnjzHl5myCw7leSS2kiV4Ol78TMYwzJA6b+bfk1FRUQgODkZwsLCHyM/PTxAoOsqiORBMycgOHDgAmUwGhULh9u9eVVVvj9e+fftQUFBgd1tTwOkNOp3O7lyZuro6q4y59ubIm+YJO2q33sAi/ZHvjMcxmAfLHCQw3mDLZ47hc/lTrjX+5g3AiAutl4+7yfjP3MR/unZMYtPJkycFjylQJIQMZT///DP/87Zt27x6bI8CRfMGAcY/qpGRkUhPTx8S84aIUXh4OBoaGhAUFOSwZ7G0tBRhYWEDVq+yvLwczc3NSEhIQHR0tKDHYqgk17HFsrQDTf4+M8THxzuc62sZhEVFRQ1aoGgZOGm1Wpd66txlORxbrVZ7Zeh1SUmJ3eDOVlkVd0dMcBwHlgOau7SY8PQPAIBgdGKufD0m63/DVdonkCWqxGaFjeAwdQqQexMw5lpg+7fAZzcbl0/5D3DhUrfaQfrG8uYEjYQihAwHer0eCoUCxcXFGDNmjFeO6VFUd/7553vlycngEovFyM7OBgCHgaJarUZtbW2/B4pVVVWCdlRXVyMiIkJw0WwrUHSUOdeXxMTE4PTp09Dr9TTk9AwSExPjsMyM+edbJBLZnL8YExOD+Ph4qwBr7969Dnu93GUaDuoqZ4maTHp6evg6rhEREVbrS0tLARiHY6enp1uttycuLg6NjY0eB7PufHccqevAzBXCQvb/EG/Fcula7G029sJ+KXsco+QiABY9VNeuAXL+1vs4JAm4a7vxZy++f8R93vz9IYSQwSSRSJCcnOxymUKXjunJTl999ZXL215xxRWePAU5w5hqm1kyDTs1aW9vR0dHh6A8gPl8E1/vpcvNzYVer6eed2LTiBEjbA6DG4g6kc6GgKakpAgSvgDGWo+uMJ+f6yi4bGtrg8FgEGR9tmQeLIeFhSEkJMRq/q+rurq6XNruYE0bLnttl2DZhaJ9WC5da7WtwSr2ZIRBIiGEENJPli5diiVLluCjjz5CWFhYn4/n0dXqVVddBYZhrO7GWi5jGMarUS0ZOGPGjLHKLOjsAq4v7N3ZNyUCMSkvLwdgHBJnygpryq4I9H8CIG+gIJGYM5+TaMqAm5OTgwMHDvDbmH4//Pz8rAI6rVbrdgkKg8GA4uJiAEB+fj4YhsGhQ4cc7hMcHIzRo0ejq6sLlZWVbj2fO44dO4ZRo0bZXGcZEIrF4j7NtS4vL0d9fb0gc6s5jd6AzKWb+cc3in9EKDqQLarApeLfbe7DAMBDFUBrFcDqgHjqsSKEEDIwVq5ciePHjyMuLg7JyclWo5TcHTnk0RXr999/j4ceegjPPPMMJk2aBIZhsHv3bixduhTPPPMMpk+f7slhiY+IjIy0efF16tQppKWl9ctzdnR02Fxu70aDvV4Jy0QhhPi6oKAgqzmJloGfqQxDcHCwVaB44sQJt7OGmoJEADh06BASExOttjEPVqOjoyGRSCCRSODn52czUExJSYFMJsPRo0fdaoulrq4uwZxFlmVRXl4OvV5vNZ/TdOPKPIC2l9AmODgYbW1tVsvb29uhUqn4GzimYJ3jOEGQ+IVsGSaIbLy2s+4CgmcBrAHwCwVGjgSUgYCS6osRQggZWPY68zzlUaC4YMECvPnmmzj33HP5ZTNnzoSfnx/uvPNOp3emiW8zH9Zprj8TbNgrLO6ugRiiR4g3RUREgGEYh59dU+AYGxsLuVwOg8HAZxbt7u7u03Dmnp4eq+DONG9r1KhR0Gq1LhVVDg8PF9zYycjIQFdXF19Owx1Hjx7l6y+ePHnSZoAH9GarNB/pYO+Po71jWDKd69QlmwAAfxf/gKel79neOOtKYNbzgNkdWl8f/k4IIWT46e7uxn/+8x98+eWX0Ol0uOiii/Daa6/ZzAvgDo/SR544ccJmz01wcLDVHBYy9Ax0VlFPC2V7UnuOEF8UHh7u0hBKhmEQHh5uVT/RfJiqM/Z6703MAx1/f3+XgkQTsViM1NRUpKSkICgoyGkCLFMwaMk807G9AM+8vqb536O+3kXlOA6z39oDAKhQ3GQ7SLzoMWBROXD9BwDDCM6ZN7K3evqdSIxZ/2jKCyHkTPP444+jsLAQl156KW688Ub88MMP+Oc/+15KyaNb0BMmTMCCBQvw0Ucf8RcCdXV1+Pe//42zzjqrz40ivste8WxPtbe3u5wQw9LJkyfdTm9PyFCRnZ2N0tJSQUBkj6NC8pacDQ01DXP1lKPJ8+np6Th+/DgAY3AslUr53suGhgbBkFbTd41UKhUEjibmmWSjoqJQXV3N79cXBojwW3kzLhLttV75eKux4L2FzMxMqFQql7MZJyQkoLq62uacb1O9x5iYGMTGxoJhGKrzZ4bjOLAsy587lmX5c2QwGLB//34AvXNvCSHkTLB+/XqsWbMGN9xwAwDg73//OyZPntzn/CIedR299957qK+vR3JyMtLT05Geno6kpCSoVCq8++67HjeGDB5bF4e2LlBNaey9xTJIDA8PR0BAAEJCQlza391C4IQMFQqFAgUFBQ5La/SHpKQkp9uYks0EBwcjKCgIycnJdrfNyclBYGAgRowYgeDgYP4PluW8SMvhMfv27UNdXZ1VkBgYGGg1V9o8ILBMgOWuC1cVI4c5iTWyl3oXXlcILGuzGSQCgFwuR0pKCpRKpVvPZavny1Tvsa6uDkVFRdi3b9+QKQHU37q6urBv3z4UFxfzNwrNz5H53FtXEjaYEqIRQshQV1VVhfPOO49/fNZZZ0EikXg0/cOcRz2K6enpKCkpwQ8//IBDhw6B4zhkZWVh2rRpdAdviLI1v8nWnCmNRtOv5R3M/3Bb1oyzRa1W8z9TNlFyJuvp6eGzgubk5LiUCTU2NtYq46cr+/n7+7tcf04mk2HkyJH843HjxtncztbfDlPQZM78WLY0NTWBZVl0d3fzQzjN25qYmAiNRmOzHM89HxeBkcbia/nS3oWpU4Dsqx0+p7tMvZ+u6u7utllf80xjfmOxpaVFcE5sBYbORsC40xNPCCG+zGAwWP39lkgkfR5559aV9SWXXIJPPvkEwcHBYBgGv//+O+bPn8/3/jQ1NeG8887zuKYVGTzx8fFob28XDJ2yNdzL15jPXxoKpTEI8ZagoCBB9l/z790DBw64NPQuMjJSECjGxcV5v6FuMC8VYourw2csj9HZ2Sk4RmJiIh8ocgA61HrcvPZXAEBR8nzhwW792qXn9AZ737nV1dXIzMwcsHb4KqlUKuiFdfZ58PZUCUII8VUcx2HOnDmCfAdqtRp333234Kba+vXr3TquW4Hili1bBJPsn3/+edx44418oKjX63HkyBG3GkB8g5+fn9WFpb0eOoPB4LXeO5lMBq1WCwBITU0VrIuLi0NtbS1SU1P5+omOuDo/iJDhID093eHwOtO61NRUft6g+Z3FMWPGQCqV8nMAc3NzB71XPi0tzeFIAnsZmZ0x7z00lb8oq23DonUHAEiAA38CAC4R/YoYxizIXGLdo+kN/v7+6OrqEixraWnByZMnbW5vHugORaYsvWFhYfz5dwfLsigrK7NK8nPq1CmH+/X09Fj1xNIwXkLIcHTrrbdaLfvHP/7R5+O6dVVg+QVLX7jDi+WdV3tJLbz5vkskEj5QDAwMFKyLjY1FeHg4ZDIZdDodP1zLPCGGOUpLT84kDMPY/V0wV15ezgeK5pmCTXcds7OzwXHcoAeJzrg6nNYW80yvu8tbcet7v0NTJzxv38ge+eunv3qpLn4OkPdPuZ2IiAg+UDQlGrAXJA4HprmDTU1NLg9ZNldSUuJRJtPjx48jNzdXsMz87xcN5yWEDBdr167tl+P69pUBGVT2hvUcPnzY7jwjd5mGWpkyIFoyXRhGRUXB398ffn5+lPqckL+4GzjZ6oHpSza0/mAaSWBuzJgxHgWJBpbDWztO4EhdByIC5PitvBnymHQAQERUJPZI7saRRhvz1CJHAxP7nlbcHvNetaampmE9bN7T3lC9Xo8TJ04gPj7e4+98vV6P1tZWQXI082HJrpSkIYSQM5lbgaKtNN00/v/MYzAYrP74esp0d9dWXU5z5gXJbX3mXMnUSMhw4+r3b3Nz85C5wRITEwOJRMKXyhg9erTbF/R6A4sHv9iP4w29wztP/PVzALpxUDHvr6XC8+dvikXn/+pR211lHvR2dXU5rVXpjdqMg8VyuKhp3qBarQbHcTYzxXZ3d+PQoUMA4PZ0lhEjRuDEiRP84xMnTiA0NBQpKSkQiUSC9tD1CyGEOOb20FPziZKWkySpSPDwk5GRAY1GI6hvBhjvEnsjUDRlnXNn2CjDMEhJSREMuTMNXyXkTOJqNjNX5vj6CoZhEBkZicjISJf3YVkO+6raUN/Wg9d/Fg4pjWGaEI0WSKHHMumHKFDY70EN+PsHwKRrPG67J5qbm53O2xvK2Tm7u7sFjw0GAwwGA19qady4cVa92qYg0R7zue1hYWFQKBQICwvjr01CQkIEw6xbWlrQ09OD7OxsQZAuEnlUIYwQQs4YbgWKlhMlbU2SvOWWW/rWIuJTTBcwloGiNwIznU7HXwC5+wc7PDxcECi2t7e7VJickOHE8vdQoVAgKSkJR48edbifsx6soeK1H4/hpa3G18pqusGqOyBSBEAkleO8zh/wb+n/HO6vv7YQx3/ai9QADcKn3IlYi/qMA6WiokLw2N/fH/7+/tDr9Whubva54cGuamxstCpDsn//fsFjnU4neH3OSoe4MscxLS3NKtGTqZQSDTclhHjLqlWr8MILL0ClUiE7OxsrVqwQ1DI0t379eqxevRrFxcXQaDTIzs7GsmXLMHPmTH6bwsJC3HbbbVb79vT0DNrIErcCxf6aKEl8X2ZmpmAIkCeZ68xxHIeSkhLB474YqhdShPSF5Q0WtVptlRTKFsuC9UMFy3LYW9mCh/5XgmsLEvggEQCyFI1gFBxuF3+H6yQ7gHAAEGNvbe+Q29GRf52v+4uA0FRwej0UJ0XIu+QSn0qGpVAokJiYiNbWVjQ3N6Onp2ewm+QRZ1lJAeve0tOnT9vd1tVEOPaGlFZVVQ2ZIdiEEN/22WefYcGCBVi1ahUmT56Mt956C7NmzUJZWZnN6VA7duzA9OnT8cwzzyAkJARr167F5Zdfjt9++w15eXn8dkFBQVZD7gdz+gElsyEuCQgIQEFBAYqLi/k5ihERER4fz3KYsr0Mq4QQ+yyDQlP5iOjoaIcX3L6MZTmIRMIL/e1HG3Dre78Llr2w5Qimi/7EO7KXXTvwuJvgd/ebwBAYbmgKdMyztQLG782DBw8CcD1oGiyWQ07taW9vd+n735UbIOb8/Pys2mDZu0kIIZ56+eWXMXfuXMybZ5zzvmLFCmzZsgWrV6/Gs88+a7X9ihUrBI+feeYZbNy4EV9//bUgUGQYBjExMf3adndQoEjcYroba17o3hMNDQ2Cx31NKuCN+ZKEDDWWPYqmeX0JCQlISEiAVqvFgQMH+PXR0dEe1yLsT42dGuyvasXc9/90siWHFKYOCyTrsNUwHm/IVtrf9MpVwKhLMELD9CY38aEg0VYtRZO4uDgAxjIa5sHN4cOHB6RtfdXR0eF0+LNJTU0NgoKC4Ofnx89btMXdXvC0tDQ+qCaEEFd0dHSgvb2dfyyXy20OV9dqtdi7dy8WL14sWD5jxgzs3r3bpediWRYdHR18+SqTzs5OJCcnw2AwYNy4cXjqqacEgeRAo0CRDApvF5AeLnOuCHGH+Q2WoKAgq8DRsqSEr2TP5DgOJxq68OAX+1Fc1Wq5FpbZSMcyJ/CV/FHBsqvENv4YS/2Byf8C8v4OBBsD4hAlkJeX53OJS+wFifn5+fz7av7+sSzrk7WLe3p6UF1djbi4OP6CytUg0eTQoUNITU3l5xHa4u70ArlcjoiICDQ2Nrq1HyHkzJWVlSV4/Pjjj2PZsmVW2zU2NsJgMCA6OlqwPDo6GnV1dS4910svvYSuri5cf/31/LJRo0ahsLAQOTk5aG9vx6uvvorJkydj//79yMjIcP8FecGgBoo7duzACy+8gL1790KlUmHDhg246qqrHO6zfft2LFy4EKWlpYiLi8OiRYtw9913D0yDSZ9ptVqUl5cLhgTFxsb2+bi+NL+IkIGUl5cHrVbrUhA4WMGSzsCitrUHIobBryebsGZXOQ7X9Q6rDEM7xojK8YHsefcPnjYVuOVLh5v4WpDoiHnwb95ulmUREhKCpqYmAMZsqZZ3ogcay7I4dOgQJBIJ2tra+lRf115m3oSEBISFhXk06iQ5ORkRERHo6upCVVWVx20jhJwZysrKBIkRnSW/svxeMpX/ceaTTz7BsmXLsHHjRkRFRfHLJ06ciIkTJ/KPJ0+ejPz8fLz22mtYudLBCJp+NKiBYldXF3Jzc3Hbbbfh2muvdbp9eXk5LrnkEtxxxx346KOP8Msvv+Cee+5BZGSkS/uTwWc+DM7ENMzKXcO5SDUhrhKJRC73FA50j5TOwOLDPafw5Ddlli1BFnMKL0rfQpbIecITu6KynQaJQ5mpdjHHceA4TvA+l5eXD3qg2NzczH9/O0sSo1AoHPYYWlIqlcjMzOxzojJT+S5CCHEmMDDQpWSNEREREIvFVr2H9fX1Vr2Mlj777DPMnTsXX3zxBaZNm+ZwW5FIhAkTJuDYsWPOG99PBjVQnDVrFmbNmuXy9m+++SaSkpL4CaGjR4/Gn3/+iRdffJECxQEiEol8pqaXrULNhBD7BqpnbV9lC65Z1Ts0VA4tRjLV6IICV4dW4Eb2G0SoK1w/YNoFwD82COcYsqxPzTl0V1JSklXZodzcXKvtTMF9T0+PoDagL3ClPSKRCMnJyQgJCUFDQwP/empqahzul5CQ4LVs1raCRVvnmhBCXCGTyVBQUICtW7fi6quv5pdv3boVV155pd39PvnkE9x+++345JNPcOmllzp9Ho7jUFxcjJycHK+02xNDao7inj17MGPGDMGymTNnYs2aNdDpdDaHH2o0GkGGTVMWOb1eD51O178NdoGpDb7QFldERESgtrYWgPtt1uv1VgXCMzMzPX7tISEhiIiIwIgRI4bM+fMlQ+2z50uG0rkz/53TaDT91ubiqlYUV7fh6U29ab2VUONG8c94TPph74Y2kmEaLv4/sHm3AiIxYNCCOfQVuJQpgH8kYBrGYzAY/wl27Fupg8F8H0NCQnDy5En+cVZWFjiOs2qL6f2zVYR+MD9/puc2/3zpdDocPHhQsCw9PR2BgYEwGAx8DyjHcejs7OSH0dqiVCq9+vos//bYOtcDaSh9h/giOn9Dny+9h5bfD65YuHAhbr75ZowfPx6TJk3C22+/jcrKSn463JIlS1BTU4MPPvgAgDFIvOWWW/Dqq69i4sSJfG+kUqlEcHAwAOCJJ57AxIkTkZGRgfb2dqxcuRLFxcV44403vPRK3TekAsW6ujqbE0f1ej0aGxttznV79tln8cQTT1gt//HHH/tU3sHbtm7dOthNcIlGo+HneqhUKrfmjTQ2NgruQIeEhLg86deekJAQ/PLLL306xpluqHz2fNFQOHfHjx/nfz5x4oTXhuKpDUBpC4MPjln2+nCYLtprt2xFs98INAZmoTFgNBJadqMo6Q7gNANs3mK2lR9Q6SwDqvcM1vvY2dkJtVqN8PBwu9+FFRUVdi9i+vr96QzLsk57oX/99VdBe8w/b4Cx/faGRltua6JQKLz+2jo6OgQlY/r73LlqKHyH+DI6f0OfL7yHniS9mj17NpqamvDkk09CpVJhzJgx2LRpE5KTkwEYr5HNR4289dZb0Ov1mD9/PubPn88vv/XWW1FYWAjAOErjzjvvRF1dHYKDg5GXl4cdO3bgrLPO6tsL7AOG85E0agzDOE1mM3LkSNx2221YsmQJv+yXX37BueeeC5VKZbPuiGWPYk1NDbKyslBeXi6YsDpYdDodtm7diunTpw+JhCwdHR38WOnc3Fy3hgbt27dP8HjcuHF9Ggo31M6dr6Hz57mhdO6OHz/Op/vOz8/3yjEf/aoMn/5RbbaEw0zRn0hm6vCw9BOr7Q15twIRI8Hm3gTI3auH15+Gwvt48OBBaLVam+u89X7acvToUXR2diInJ8fmudHpdPj4448xevRoSCTGe87x8fFWQ0odtbGpqQmnTgnnqEZFRfVbCZeqqio0NDQgJSVl0Od3DoXPni+j8zf0+dJ7WFNTg9TUVFRVVflkCanBNKR6FGNiYmxOHJVIJHYTm1jWQDFdMEkkkkH/YJqTSqU+1R575HI5f1EgkUj4n+0xGAw4dOgQQkJCBNuGhoY6zSblqqFy7nwVnT/PDYVzN3r0aBw7dgwymcyltnIch+qWHhxSteOj3yrxR3kzzh8Zidq2HnRrDWjs1KC1W4dYNGGx9BNcaatMhUlcHnDbdxBLjfOJvTPjzPt8+X1kWdbu92x/tfnYsWNQq9WQSCTo6Oiwm5xBLBYL/g6cPn3aqq2O2hgTE2MVWKampvax9falpaW5XY+xv/nyZ28ooPM39PnCe+jsWvZMNqTOzKRJk/D1118Lln3//fcYP378oH/IzkSudEY3NDRAo9Hg9OnTCA0NRUtLCwD3iycTQjznrP5SfbsaH/56Cq/9ZHso4ObS3ht0DFh8IH0eU8TWGYwBGOsYjr4SSCjwuL1kcJkXnK6urnaaxc+e0aNHu7X9YNUJI4QQYtugBoqdnZ2COQrl5eUoLi5GWFgYkpKSrCaC3n333Xj99dexcOFC3HHHHdizZw/WrFmDTz6xHupE+od5plF7gWJNTQ3EYjFiYmIE25iCRG/UTSSEuI7jODz5TRnW/lLBL0sO90NGVAB+OFQv2FYGHS4V/YowpgM3iX/ECJEK5cFnI0Sjgj+6INF2QMRaDIVkxMA1bwM5fxuAV0P6k61MpjU1Nairq0NmZiYCAgL45d6YuZKdnY3S0lKEhoa6lJaeEELIwBnUQPHPP//E1KlT+ccLFy4E0Dux03IiaGpqKjZt2oQHHngAb7zxBuLi4rBy5UoqjTGAzOcU6nQ6yGQywfqenh5+eHBISIjN2lqtra0e104khLjueH0nnvi6FDuPWU/UP9XUjVNNxhSkk0UH8LDkY2TbqWmY2vab7Sc49wFg2jJvNZe4wZQlz1Msy6KoqAixsbGC7+MTJ05YbWv6Tj9y5AgKCnp7ijs7Ox0+R09PD/z8/Bxuo1Ao3J7vTgghZGAMaqB4wQUXOLwjacoCZO7888+3SopCBsfp06ethpCaF1QuLS21OSS4p6en39tGyJmsvkONs57+kX8sgw4fyp7F2aLDgu0qJGlI0Z+03F1o5MVA6hQgKA4IGwEogo0/i2m4/2Dq6/eoKSmZSqVy68Ydx3FoamqCXC53mtbe1Vq3ND+IEEJ8E307E4+ZhpI6YutCoq93wgkh1mpae/D29hN4f4+xV1AMA84TlWCVdCX8GI3NfRwGiUvrAYl3Ek4R77OXCdVVlr2BOp3OpeDTdKPWWd0xiUTitDeREEKIb6NAkfSJZZ0tV5IKjRgxoj+bRMgZ4ffyZty85jdo9KzVuhvEP+E56bvODzJ+LhCSCNQfAs77NxCZ2Q8tJX0hl8sFJZ76S2lpqc2pAp6KjIz02rEIIYQMDgoUSZ+0tbUhNDSUf+yslzEtLQ0Mw/R3swjxeWqdAaMe3QwACPWTouixGU736VDrkLPse5vrJjCH8aS0EKNFlTbXAwCW1ADyAPvric9JSUnBkSNH+Mf+/v7o6ury+vP0JUiUSqVWo0e6u7v72iRCCCGDjAJF0icnT54UJDeor693sDUEQSUhZ6r7PinC1/trARjnaLd067D9aAPOHynsheE4DntONkEqFuGt7Sfxw6HTpjX4XrYII0XCGnQ2Xfgo8NNTwJxvKUgcgsyzjAJAWFgYurq6fGpYZ1xcHMLCwlBUVMQvY1nrnm5CCCFDCwWKhBAygFIWfwsAmCoqwlrZC/zyjPc+QEigPxo6jMMM37/9LNz63u+Cfc8X7cf7sucdP0H21cD5DwHyQCA4wbhsyoPeewFkUJmG9/tSj51pCoJEIuHnLiYnJw9yqwghhPQVBYqk3ymVSmg0GqSmpg52UwgZEBzHobqlB0u/PIgXrhuLquZu3P9JMWpaeyCBHscVt1jtc4f4G6zquIp/fOt7vyMIXShR3IESNhUp4kYEcR2On/jBY0BAlJdfDfElriQR85aUlBRUVFQ43a6zsxNRUVHIzc3t/0YRQggZMBQoEq+xzMKXn58PADQnkQwLHMfh15PNeOWHo1BKROhuEeH/XtqBmlZjSZjyZy9Bc5cW6/fV4OlNh/j9estUcBjB1OJH+X9sHn+R9HMskn5uc91YUblplGqvh2uBw5uA9fOAmc8AE+8B6Hdt2PNGkXtL9jKohoeHuxQoUl1cQggZnihQJH2m0+lQV1cnmJ+oVCopQCTDyhd7q7HofyVmS0QA1BjLnEANF4HUJZv4Nf8Qb8UV4t04S3QEtVwYthgm4DbJFuuDPtYCPOnivN38W4Ex1wCBsUBoKiCRAWOvM/4jxE2RkZFoaGgAYLuX0t/fH4AxWGxqanJ4LIVC4f0GEkIIGXQUKJI+iY+PR3l5OTo6hEPiXCmTQchQ0aHWYdn/fkeF4nZ+WRWikYjT/ONyNhpVXBTGik4ihOnNShnHNNsOEpdUAyJRb7IZRx5rBkTiPr8OMjTJZDJotVrExMRAIpGgtbW1z8c0v5FXXV1ttX7kyJEAjHMNw8LCcOzYsT4/JyGEkKGFAkXSJzU1trMuWmbqI2Qo4TgOK344BqmYQXFVK344VI/PLZLImAeJAJAqOo1Ui2UCcfnA5SsARTAQmtK7fMqDQOoUQBkK7HsfuGAJYNABnaeBfR8A5z5AQeIZbvTo0ejs7ERwcDB6enoG5DlN9XEZhuF7FwkhhJxZKFAk/SImJmawm0CIS6pbutHUqUV1Sw80egNKqttQuLuCXy8Ci82yJRglquKXGSbOx+6mEEw6ZzIk718iPCAjAi5/Fci/BdCpgf/+DUiaBFz4iP1GJJ5l/H/G8t5lyhBg5tN9f4FkyJNIJAgJCREsG6xRG9HR0Th92sENEUIIIcMGBYrEbVlZWSgrK3O4Dc1PJH1lStrh6LPEshx2Hm9ESrgfAuQSlFS34ZENB1Dbpsbz1+Zg9oQkq2Nq9Czu+6QIW8vsX+z+Q7wVy6Vrba9MnAj2oifQvGkTuISzgAUHgJX5gF8YcH8RIDPrfZEqgDnfuP6iCRkg7iTFMf8dDAkJoUCREELOEBQoErcplUpERESgsbFxsJtChon5/92H+g41urUGlNa2C9aF+8vw59JpaOjQ4PeKZtz7cZGdoxiJwGIkU4OH1gEKqRiJYX644a1fMTouCPurWvnt5NDiKvEveFKyFse5eGSLTjlvaOoU4B8bANbsIjskCXiMfhfImYHmnxNCyJmDAkXiEUdBomluCyGO6AwsMh75zmr5xaLfoYYME0VlmCg6hPld9wsyil4n3gYVF45d7BiczRzGZ/KncJKNQZqozupYKZ9+zP98sqoWfxfvxtPS96y2y2bsBIlR2cDsD4GAaEBuNu+W1bn+QgnxQZ72KAJAUFAQmpubvd0kQgghPoYCReJ1MplssJtAfFRdmxrLvirF5lJjUHc2cwh/E2/HdZIddvf5RfEvHGXjkczUowHBSGCsb1LYChIBoEJxk/NGhaUBMWOBsi//WsAAt28GkiY635eQAebusP7m5mbU1dVhxIgRkMvl/HJ3A8XAwECwLAu5XI7k5GQKFAkh5AxAgSLxupSUlMFuAvEhap0Br/90HH+easavJ5vBgMVM0Z9YIFmP0aJKl44xUmTMrpsAOz3ZIclA61+9gnN/ANZMc61xSxuM9QgJGabKy8sBACdOnIBarQbHcUhJSYFarXbrOKZyGYDxZmBKSgp27drl1bYSQgjxLRQoEq/x8/NDeno6zWE5Q3EcBwPLQSIW8Y/X7CrH8m8PAQCC0YlNsqeR5Wgu4Nn/BKJGAV//C5AHARrhfEVMmGfcpr4M+PxmIOd64IrXjEljzP37CPBSZu9jqT/wj3XGXkJKtESGAZ3OveHP5mU1KioqHG7rSnmjsLAwJCcnIy8vz612EEIIGTooUCReI5VKKUg8A3Acxw9/+9/eajz4xX6rbfxlYnRpDQhGJyoUd9o/WPQY4Np3jXUFpcre5QVzjP/r1Mb5gPJA4X4R6cCyNvvHDYxxvJ6QIcpgMAh+Fov7VmMzJCQEra2t/OOsrCzBEFVHpFIpZbgmhJBhjAJF4jXmFzBk+Nh1rBH/WPObzXVS6LFC+iamiEoQxnSC5Rh0QoG52v/gbunXuEhsJ0PplEXGwvLOEh9JFQAUjrch5AzCsiz/c1dXF4KCguxu68o8xKCgIEGgqFQq7W9MCCHkjEKBIvEaurM8PPRoDahp7cFT35Rh+9EGABwmig7hU9ly3K+9Fytlr9vdV8RwCEIPvpA/ab0ychTwt/eA6Oz+azwhZxCtVutwvasJa9LS0nDy5ElkZWV5o1mEEEKGCQoUiddQttOhq1urx9lP/4gOjZ5fNl30JyoULwu2cxQk2nXndiAwFgiM7mszCSFmnAWCrgSKDMMgNDQUBQUF3moWIYSQYYICRdJnGRkZaGxsREJCwmA3hbiB4zgcaWXwr0e/BwDcIt6CJxXve3awO7cBkaMBsRQ48TOQdLb1vEJCiFdVVlYiMjLSarlpHrErgSJNGSCEEGIPBYqkz4KCghzOkyG+heM4bCiqwcLP90MGFteJd+IF6dv2d4gcDVz9JrB3LZA+Dag7AGx/Hph0LzDzaevtM1wsTUEI8bqKigq0t7cjOzvbpUCxo6MD0dHU208IIcQaBYqEDBNVzd1Yv68Gr/xwlF921/lpCFHKkJcUgsOqdhyt78THv1UimanDV7LXMFZUbv+A9+0Dwkf0Po571fj/6MuBqQ/306sghPRFU1MTAKCxsRGhoaFOt6ceRUIIIfZQoEg8kpSUhMrKSiQlJQ12U844BpbD/upWVDV3o1OjR2u3DruONWL/yRpMFRXjIUk5RGBRy0WgYmcYKrkorOBikc1UIJGpR4Vilf2D318MhKUO2GshhPQPkUhk1aOoUCigVqsFy7q6ugayWYQQQoYQChSJRyIjIxEWFtbnGl7EMZ2BRVFlKzYdUEFnYPHf3yoBAEqokcrUIRA9CGS6MV1Uik8Um90+/rGoS5Fy9SOQxlImUkKGIr1eD4nE+k95a2srAgOF84QTExMREBCAzs5OHDt2DACQmko3hgghhNg26IHiqlWr8MILL0ClUiE7OxsrVqzAeeedZ3Pbbdu2YerUqVbLDx06hFGjRvV3U4kFChK9j2U5iEQMWJbD8m8P4b1fyiGBHueISpHMnMbH0t9xjrjMs4MrgoGYsUDFTgCA7r4SlO0qRkrESC++AkLIQKqqquKDPfMexPb2dv5nkUiE0aNHQ6Ew1iQNCgrCiBEjoNfrXRqeSggh5Mw0qIHiZ599hgULFmDVqlWYPHky3nrrLcyaNQtlZWUOhzQeOXJEkDzFVtY3QgYby3LgAIhFtutLchyHHp0BG4pq8MiGg1brJ4sOoELxrOMnCRsBcKwxw+joK4Cx1wPKUOC5RGPdwvm/AV2Nxmyk8iDAvNalTgeg2OPXRwgZeJb1apubm/lAsbq6WrBOo9EAMAaKpiDRJCQkpP8aSQghZFgY1EDx5Zdfxty5czFv3jwAwIoVK7BlyxasXr0azz5r/wI5KiqK/sgRn1Pd0o1zn//Z5rr/zjsbf3/3N8GycYkhKK5qQRJTjwrFA+49WcFtwGWvCAM/c8vaen/2j3Dv2ISQIam+vl7w+Pjx4wCMw1MJIYQQdw1aoKjVarF3714sXrxYsHzGjBnYvXu3w33z8vKgVquRlZWFpUuX2hyOaqLRaPi7qoAxFThg/MOp0+n68Aq8w9QGX2jLUDOQ566yuRvPbT6KrYfqcX1BPO6ckormLi2O1HXi0a+MQ0Ej0YIKxXyb+5+75lVUKP7FP27mArBBdR6+VHzn9LnZjIthuHatsVfQXB8v/uiz5zk6d8PDUHwfdTqdVeCn1WrBMIzDgNDbr3EonjtfQuevb+j8DX2+9B7SzTT7GM6VQkv9oLa2FvHx8fjll19wzjnn8MufeeYZvP/++zhy5IjVPkeOHMGOHTtQUFAAjUaDDz/8EG+++Sa2bduGKVOm2HyeZcuW4YknnrBa/u677yIignpaiJHWAOg5oFMHNKgZaAxAWQsDHQsUNzMYwdRiieRjTBMX4Qv9FKw0XI1gdGEkU42XZW9Cz4kgYVivtEUtCQYDFiwjwU+jnoFe4u+V4xJChr6enh7U1NQIlqWmpkIsFvM9iLakp6f3d9MIIWRIamxsxLx581BVVYWEhITBbo5PGfRAcffu3Zg0aRK//Omnn8aHH36Iw4cPu3Scyy+/HAzD4KuvvrK53rJHsaamBllZWSgvL0d8fHzfXoQX6HQ6bN26FdOnT4dUKnW+A+H19dz1aA24tfBPFFW1wR89CGU6EIVWpDB1iGDacJG4CLVcOK4W/9IPre+lu7cIEMsA/yjjAnvDSb39vPTZ8xidu+FhKL6PHR0dfMZSk5ycHEilUuzbt8/ufvn5+V5tx1A8d76Ezl/f0Pkb+nzpPaypqUFqaioFijYM2tDTiIgIiMVi1NXVCZbX19cjOjra5eNMnDgRH330kd31crkccrmcf2zKBCeRSAb9g2lOKpX6VHuGElfP3V0f/oktpaf5xwHoxkbZoxihUHmnIZmXGhPJTHkQUIYAihDgiZDe9YsrjZlHWRZ48q9Mg4+chlSqsHGwgUOfPc/RuRsehtL7KJVKrcphiEQim8st9+uv9gyVc+eL6Pz1DZ2/oc8X3kNH351nukE7MzKZDAUFBdi6dSuuvvpqfvnWrVtx5ZVXunycoqIixMbG9kcTyRD12R+VeHTdPhggggG9JTyOyW+GVGHw7KBn3QnMfBY4vhX45AbjsgnzgEn3Oi5Q/7e1wJZHgDnfGINEABCJhMlmCCGkD5qamnxihAwhhJDhZVBD6IULF+Lmm2/G+PHjMWnSJLz99tuorKzE3XffDQBYsmQJampq8MEHHwAwZkVNSUlBdnY2tFotPvroI6xbtw7r1q0bzJdBfEiP1gDDxn/hqOIn93eWBwMPlRvrDH76d+D+YiDAovRK5iz3grwx1xj/EUJIP2lra3MYKPr5+Q1gawghhAwXgxoozp49G01NTXjyySehUqkwZswYbNq0CcnJyQAAlUqFyspKfnutVosHH3wQNTU1UCqVyM7OxrfffotLLrlksF4CGUQcx+FfeyT4157vse6f56AgORQXP16I7XI3gsT79gFhacJ5gWkXAA/X2N2FEEJ8SU9PD7q7u+2uz8zMHMDWEEIIGS4GfVDuPffcg3vuucfmusLCQsHjRYsWYdGiRQPQKuJLtHoWWgOL93dX4OPfKlHT2gMAkEOLCsUc40ZrgUs0z2C7/GHHB3u8FTBogQ4VEJrSn80mhJAB09TUZHedSCQawJYQQggZLgY9UCQEMPYOVjX3IDFMibd2nMTaX8qREiKBtqsdsuajGCs6gUekH2M+ANjJ/bLJVpC48DDA6oHAmN46hBI5BYmEkCHJXtIFe4FiVlZWfzaHEELIMEaBIhlwap0Bu4414t9f7EdHjwZJzGnEMU2IZxpxiE3CN/KluBsA6v/aQe7gYPYsKgf8wrzXaEII8QFKpRJJSUno6OhAS0sLv9xgsJ2oS6lUDlTTCCGEDDMUKJIBwbIcDta24d+f70du07c4R1SK/eJddnsHHfKLALobe4+deSlER77tXf9oEyCmjzYhZHiKjIxERESEIFAkhBBCvI0mLhCvUesMeH93BT7cUwGW5cBxHABg9/FGvP/YbIx9Nxlb26/Ai9K3cI14l/MDzv/dGPQtawOuXQPcu9f486ITwLI26B5pxMa8D2D42/vAA6XG8hVLqilIJIQMe4x5Ai4zYrEYo0aNQkBAAEaNGjXArSKEkDPHqlWrkJqaCoVCgYKCAuzcudPutuvXr8f06dMRGRmJoKAgTJo0CVu2bLHabt26dcjKyoJcLkdWVhY2bNjQny/BKbqiJl7x+Z9V+HTd/7BevgwAcNfXC5DE1OP/2TvvOLuJq+//pFu29+p12XXv4EIzpgSMDWwoIQ+B5CFAQkhCTGh+8yQ2hGAgwbSAqQZCcYAAhoCBYAO2CW644m7vuqy3envve4uk9w+tdNWl2/beXc/38wHvlUYzo9FoNGfOmXO8sOEhxzs436in3VcEpAwH3N28oxlPH5CsiI05/XrjCqSMAOZoO0UiEAiE0wWGYZCQkEA8nRIIBEIYWbVqFe699168/PLLmDt3Ll599VVceeWVKCoqwqhRo1TpN2/ejPnz5+Oxxx5Damoq3nrrLVx99dXYuXMnZs6cCQDYvn07brzxRjz66KO47rrrsHr1atxwww3YunUrzj333IG+RQBEUCSEgB88+ik2MrfiBslewledyzXTcrEpoC59EBh3mTpQvTMBQAJAttQQCASCKXa7HV6vV3bM4XBEqDYEAoFw+vDMM8/gV7/6FW6//XYAfKz3r7/+GitWrMCyZctU6ZcvXy77/dhjj+Gzzz7Df/7zH1FQXL58OebPn48lS5YA4OPJb9q0CcuXL8f7778f3hvSgZieEgJmT0ULChavwUbmVmsX3L0P1OJK4Jxfq4VEAoFAIPiFUkgkEAgEQuB0dnaio6ND/M/lcmmmc7vd2LNnDxYsWCA7vmDBAmzbts1SWSzLorOzE+npPseL27dvV+V5+eWXW84zHBBBkRAQXx+sxOy3RqM89n/lJ/5YJv993p3A/TXAg018YHsCgUAgEAgEAiHKmDJlClJSUsT/tDSDANDU1ASGYZCTkyM7npOTg7q6Oktl/f3vf0d3dzduuOEG8VhdXV1QeYYDYnpKCIiOLx9VH7x5NR+SYmn7wFeIQCAQCLpObggEAoFgTFFREYYPHy7+jokxjs+mHG85jrM0Br///vtYunQpPvvsM2RnZ4ckz3BBBEVCQMyxFcsPzPsLMPbSyFSGQCAQCAQCgUAIgqSkJCQnJ5umy8zMhM1mU2n6GhoaVBpBJatWrcKvfvUrfPTRR7jssstk53JzcwPKM5wQ01NCQFQlzQAA7Mj5Ka9BvPD/RbZCBAKBQCAQCARCmHE6nZg9ezbWr18vO75+/Xqcf/75ute9//77+MUvfoH33nsPP/zhD1Xn58yZo8pz3bp1hnmGG6JRJAREY2cfAD52IoFAIBCiA2J6SiAQCOFn0aJFuPnmm3HWWWdhzpw5eO2111BZWYk77rgDAO+xtLq6Gm+//TYAXki85ZZb8Nxzz+G8884TNYdxcXFISUkBANxzzz246KKL8MQTT+Daa6/FZ599hg0bNmDrVguxx8ME0SgS/Kazz4Nruj4CAIxo+i7CtSEQCAQCgUAgEAaOG2+8EcuXL8cjjzyCGTNmYPPmzVi7di3y8/MBALW1taisrBTTv/rqq/B6vbjzzjsxbNgw8b977rlHTHP++efjgw8+wFtvvYUzzjgDK1euxKpVqyIWQxEgGkWCDjtKm3HHyu/Q4abw74UXYGRaPDISnHh5YwlKNryJ5U4+3Ti6JrIVJRAIBIII0SgSCATCwLBw4UIsXLhQ89zKlStlvzdu3Ggpz+uvvx7XX399kDULHURQJIjctmIdLqr+B45PvQ+PHbsS+2kAsQDe9KX5PQA4I1M/AoFAIBAIBAKBMDAQQZEAADh5qgZv1v+E7xHH1lm/8M7dYasTgUAgEPyjr68v0lUgEAgEwhCB7FEkAAC+fGWx39d0XXA/kDUhDLUhEAgEAoFAIBAIkYQIiqcxLMuBYTl4GRa/t38mO8ckDgOWnAJ382c6VwOJ8/4Y7ioSCAQCgUAgEAiECEBMT08jOnvdeP3TdfjhJRfh8xcW4Q+Oj7QT/qkctrg0AAA19gd8nMS+dqDoM2Da9YAzfuAqTSAQCAQCgUAgEAYcIigOUViWg5th8dTSu/Cg418AgCQA9wHAMeAPDu3run70TyT2C4kyYlOAWbeEq7oEAoFA8JNJkybh2LFj4Dgu0lUhEAgEwhCECIpDiIUPLcPL1ONgOQpdiEUy1YsHdQRCTf7ciEQ7cWlKIBAIg4GEhATMmjULR48eRXd3d6SrQyAQCIQhBhEUhwAMy6H74WF4meoFANAUh2T0ml/4f6XwfPxbOC66Fyi4ILyVJBAIBEJYcDqdRFAkEAgEQsghguIgx+tlYP9rOpINYiy7f/45nOMu7r/ADdQfBobPAgA4bvn3ANSSQCAQCOFCano6bdq0CNaEQCAQCEMJIigOQhiWw4bDVahd/wJu6ngDkAiJngWPw3Hu7YDNZ3MqMya1O0UhkUAgEAiDn7a2NvHvmJiYyFWEQCAQCEMKIihGIQ1VJTi17nnM+MVy0DZ5BJM3338ftx27A5cLB6SaxKXt8GdLIoFAIBAIBAKBQCBoEfE4ii+//DJGjx6N2NhYzJ49G1u2bDFMv2nTJsyePRuxsbEYM2YMXnnllQGqafjhOA5YmoLsN2ZjVtU/QT+aBixNwdcfvgqXxwssTcFtx+6QXVNrH46On/wbeKgtMpUmEAgEQkSJi4uLdBUIBAKBMASJqKC4atUq3HvvvXjggQewb98+XHjhhbjyyitRWVmpmb6srAyFhYW48MILsW/fPtx///24++678fHHHw9wzUMLy7LYuWYlqIdTNc9fXvRHxPwtQ3W8+7ZNGPbnIiRPnQ9QBpsUCQQCgTBkSUpKinQVCAQCgTAEiajp6TPPPINf/epXuP322wEAy5cvx9dff40VK1Zg2bJlqvSvvPIKRo0aheXLlwMAJk+ejO+//x5PP/00/ud//mcgqx4yDn71Bq478Cf/Lrq/FnDGIyE8VSIQCAQCgUAgEAinORETFN1uN/bs2YPFixfLji9YsADbtm3TvGb79u1YsGCB7Njll1+ON954Ax6PBw6Heoeey+WCy+USf3d2dgIAvF4vPB5PsLcRFIe3fYnZe9RCouf+RnCMB73Vh5DyLr8bsX36LxA762egR8zuTxTZukcDwvOL9HMcrJD2CxzSdkODofIcaZqG1+sFMHD3MlTaLlKQ9gsO0n6Dn2h6hsL4SVATMUGxqakJDMMgJydHdjwnJwd1dXWa19TV1Wmm93q9aGpqwrBhw1TXLFu2DA8//LDq+DfffIPMzMwg7iB4nMUfyn5/PPYJ2JNygS+/9B2c+bbv74P1wMG1A1S7wcP69esjXYVBDWm/wCFtNzQY7M+xs7MT9fX1AKD7/QwXg73tIg1pv+Ag7Tf4iYZn2NTUFOkqRC0R93pKKfbWcRynOmaWXuu4wJIlS7Bo0SLxd3V1NaZMmYJ58+Zh+PDhgVY7NBQWYu+7f0JG+RrYfvE5rhkxJrL1GWR4PB6sX78e8+fP19QmE4wh7Rc4pO2GBkPlOXIch7KyMiQlJSErK2tAyhwqbRcpSPsFB2m/wU80PcPq6uqIlh/NRExQzMzMhM1mU61+NjQ0qLSGArm5uZrp7XY7MjLUzl4APqaUNK5UR0cHAMBut0e8YwLA9J8/gbVrL0bhiDFRUZ/BiMPhIG0XBKT9Aoe03dBgKDzHiRMnRqTcodB2kYS0X3CQ9hv8RMMztNsjrjeLWiLm9dTpdGL27NkqlfP69etx/vnna14zZ84cVfp169bhrLPOingnIxAIBAKBQCAQCIShQkTDYyxatAivv/463nzzTRQXF+O+++5DZWUl7riDjxW4ZMkS3HLLLWL6O+64AxUVFVi0aBGKi4vx5ptv4o033sAf/vCHSN0CgUAgEAgEAoFAIAw5IqprvfHGG9Hc3IxHHnkEtbW1mDZtGtauXYv8/HwAQG1trSym4ujRo7F27Vrcd999eOmll5CXl4fnn39+0IbGIBAIBAKBQCAQCIRoJOJGuQsXLsTChQs1z61cuVJ17OKLL8bevXvDXCsCgUAgEAgEAoFAOH2JqOkpgUAgEAgEAoFAIBCiDyIoEggEAoFAIBAIBAJBBhEUCQQCgUAgEAgEAoEgI+J7FAcat9sNANi7dy9qa2sjXBvA6/Xi+PHjyM7OJnFc/IS0XXCQ9gsc0nZDA/IcA4e0XXCQ9gsO0n6Dn2h6hoI8IMgIBB+n3du1efNmAMC1114b4ZoQCAQCgUAgEAiEaGDz5s0YM2ZMpKsRVZx2guLFF18MAPjmm28wbNiwCNeGX1HZtGkTLr744oivqAw2SNsFB2m/wCFtNzQgzzFwSNsFB2m/4CDtN/iJpmdYW1uLefPmiTICwcdp93Y5HA4AwIQJEzBixIgI1wbweDwoLS3FpEmTxLoRrEHaLjhI+wUOabuhAXmOgUPaLjhI+wUHab/BTzQ9w6SkJACIeD2iEeLMhkAgEAgEAoFAIBAIMoigSCAQCAQCgUAgEAgEGURQJBAIBAKBQCAQCASCjNNujyKBQCAQCAQCgTBYYBgGHo8n0tUIKR6PB3a7HX19fWAYJuzlOZ1O0DTRj/kLERQJBAKBQCAQCIQog+M41NXVoa2tLdJVCTkcxyE3NxdVVVWgKCrs5dE0jdGjR8PpdIa9rKEEERQJBAKBQCAQCIQoQxASs7OzER8fPyAC1UDBsiy6urqQmJgYdk0fy7KoqalBbW0tRo0aNaTaMdwQQZFgCZblcLKxC+OyE0FRlPh7bFYiaJq8cAQCgTBQ1LX3Ic5hQ0efBxmJTsQ5bDjZ2IWCjATYbcS0ikAIFC/Dory5G2OzElXChMvlgsPhAE3T6PMwqG3vw+jMhLDVhWEYUUjMyMgIWzmRgmVZuN1uxMbGDohJaFZWFmpqauD1ekkYDD8gXxSCJf7y+WHMf3YzXvxvCQDgia+OYv6zm/HEV0cjXDMCgUA4fWjpduO8Zd/gzEfW4cInv8UFT3yLd3dW4rJnNuOeD/ZHunoEwqDmjnf34rJnNuOj70/Jjvf09ODw4cM4fPgwAOB/VmzDJU9vxObjjWGri7AnMT4+PmxlnE4IJqcDsR9yKEEERYIl3t1RCQD4+/rjAIBXN5fK/iUQCARC+DlW1yn73dLtxisbTwIA1hyqjUSVCIQhw4biegDAG1vLZMdbWloA+IS3IzUdAICP98oFynBAzCRDA2nHwCCCIoFAIBAIBAKBoEN9fb34d3t7O9wNpWD6uiJYIwJhYCCCIoFAIBAIBAKBYIGSkhJwLAtvW12kqzKk+MEPfoB777030tUgKCCCIoFAIBAIgxiO4yJdBQJhyNLb26t7jmPZAazJ4OEXv/gFKIoCRVFwOBwYM2YM/vCHP6C7u1v3mk8++QSPPvroANaSYAXi9ZTgF8TEm0AgEAgEwlCGg2/xpaioyDAlQZsrrrgCb731FjweD7Zs2YLbb78d3d3dWLFihSydx+NBTEwM0tPTI1RTghFEo0jwC7JwTSAQCNEFcdJAIIQH1kxjSCZFusTExCA3NxcjR47E//7v/+Kmm27Cp59+iqVLl2LGjBl48803MWPGDMTFxYHjOJXpqcvlwh//+EeMHDkSMTExGD9+PN544w3xfFFREQoLC5GYmIicnBzcfPPNaGpqisCdDm2IoEggEAgEAoFAICgoKSkxPO9x9Q1QTXywLBuR/4IlLi5O9BpbUlKCjz76CG+//Tb27t2rmf6WW27BBx98gOeffx7FxcV45ZVXkJiYCACora3FxRdfjBkzZuD777/HV199hfr6etxwww1B15Mgh5ieEggEAoEwiCF7FAmE8NDZ2Wl4nmMHNiYfy7LYt2/fgJYpMHPmTNB0YPqlXbt24b333sO8efMAAG63G2+//TZiYmKQnJyssoo4fvw4PvzwQ6xfvx6XXXYZAGDMmDHi+RUrVmDWrFl47LHHxGNvvvkmRo4ciePHj2PChAkB1ZOghmgUCQQCgUAgEAgECV6v1zQNRdsGoCaDky+++AKJiYmIjY3FnDlzcNFFF+GFF14AAOTn5yMrK0v32v3798Nms+Hiiy/WPL9nzx58++23SExMFP+bNGkSAODkyZOhv5nTGKJRJPgF2QpDIBAI0QXZo0gghBZ3TycOHDhgmm6gXz2apjFz5syBLVRStj9ccsklWLFiBRwOB/Ly8uBwOMRzCQkJhtfGxcUZnmdZFldffTWeeOIJ1blhw4b5VU+CMURQJBAIBAKBQCAQ+ultqgEgFzgSEhLU4R0iYPUdqPnnQJOQkIBx48YFdO306dPBsiw2bdokmp5KmTVrFj7++GMUFBTAbieiTDgZHL2NQCAQCASCJmSPIoEQfmJjY1XHGI8rAjUZ+hQUFODWW2/Fbbfdhk8//RRlZWXYuHEjPvzwQwDAnXfeiZaWFvzsZz/Drl27UFpainXr1uG2224DwwzsvtGhzqAUFKurq/Hzn/8cGRkZiI+Px4wZM7Bnz55IV4tAIBAIBAKBMATJy8tTHetqaYhATU4PVqxYgeuvvx4LFy7EpEmT8Otf/1rU6Obl5eG7774DwzC4/PLLMW3aNNxzzz1ISUkZNBrXwcKg09e2trZi7ty5uOSSS/Dll18iOzsbJ0+eRGpqaqSrRiAQCATCgEP2KBIIoUX5Sp155pmw2+0444wz+jX4WyNSr8HCypUrdc8tXboUS5cuVYXc2Lhxo+x3bGwsnnnmGTzzzDOa+YwfPx6ffPJJsFUlmDDoxO4nnngCI0eOxFtvvYVzzjkHBQUFmDdvHsaOHRvpqhEImvR5iBnEUCfan3G0128oEMk2JqanhFAz1McMjuMM71H5Sgn74BwOB5xOp++EyRqNy8uAZeWZDfW2PZ14+eWXMXr0aMTGxmL27NnYsmWLbtqtW7di7ty5yMjIQFxcHCZNmoRnn31WlmblypWgKEr1X1/fwMfrFBh0GsXPP/8cl19+OX7yk59g06ZNGD58OBYuXIhf//rXmuldLhdcLp8NuRATx+v1ioE/I4lQh2ioi1WUdY1U3QdD2z297gRe3VKGVb8+B7NGpUa6OjIGQ/tFK9K2e2tbBR778hhW/O8MXDY5O8I1U/PImqN4Z0clPv3deZialxzp6kQVoXoHXt9ajie+Po5Xfz4Tl07Ud/keChhG7bK/pt03iRio95mMH8ERze1XXNuJa17ejp+fOxIPXTU50tXRJNj2u/P9/VhX1IDNf7gIw1LUew85cLLwGHrltHW7dc91ubyY88RGTMxJwr9/ey4A4OO91Vi8+gie+PFU/HjmcMM6ejwecBwXsoD30YawwCXcY7hhWRYcx8Hj8cBmk4c1sRIKRcmqVatw77334uWXX8bcuXPx6quv4sorr0RRURFGjRqlSp+QkIDf//73OOOMM5CQkICtW7fit7/9LRISEvCb3/xGTJecnIxjx47JrtXaHztQUNwgW4oUGmvRokX4yU9+gl27duHee+/Fq6++iltuuUWVfunSpXj44YdVx19//XVkZmaGvb5DhXu282sKFDgsn8OIvwHguTn+v2CnC0I7jU7icO80soo4FBGecQzN4clzo+8ZC/Wbnsbi9klDb7IRDQhtnGDn8NjZ4e0DJ9opvFikH7uNjMeEYHnjGI2DLbzB2VDtT8I7WziSweUjONXxpNYT+MUE/l0ePny4KlzDHavLAQCTU1nceeEoTc+bh1so/OMY/64K7ejP3MlutyM3NxcjR46UazEJAeF2u1FVVYW6ujqVYNjU1ITbb78dVVVVGDFihKX8zj33XMyaNQsrVqwQj02ePBk/+tGPsGzZMkt5/PjHP0ZCQgLeeecdALxG8d5770VbW5u1mxoABp1GkWVZnHXWWXjssccAADNnzsSRI0ewYsUKTUFxyZIlWLRokfi7uroaU6ZMwbx58zB8uPFqzkDg8Xiwfv16zJ8/XxZjJtq4Z/s6/g+KQmFhoe83gMLCwojUaTC0ndBOaWlpKCw8J8K1kTMY2i9akbYdtn8LgP+oFxZeHuGaqRH6YHZODgoLIxN/K1oJ1TsgtLHT6URh4SWhqp4mO8ta8GLR97rnB2o8JuNHcERz+61p34+D/U5aIvV9NyPY9hPe2fHjJ6DwkrGq4/EJCbjggjMA8KEYVKx+GQCQnZWNiRMnYuLEiaokMUcb8I9j+wH42tGfuVNfXx+qqqrEoPVDDY7j0NnZiaSkpAHZZ93X14e4uDhcdNFFqvasrq4GwFsddnR0iMdjYmIQExOjysvtdmPPnj1YvHix7PiCBQuwbds2S/XZt28ftm3bhr/+9a+y411dXcjPzwfDMJgxYwYeffTRiMXOBAahoDhs2DBMmTJFdmzy5Mn4+OOPNdMrH7LQAex2e1QNzg6HI6rqY4SynpGu92BoO4qioraOg6H9ohVpu3GI/LtgTPT2wUgTqndgIN5zm834sz3Qz5iMH8ERje1nk3iNjLa6KQm2/Ww2m+b1ttgE2O12OJ1Ow/wpit/ipJXGLnlXtc6b1ZthGFAUBZqmh6QnT8HcVLjHcEPTtDhGK9te0Agr5YuHHnoIS5cuVeXV1NQEhmGQk5MjO56Tk4O6ujrDeowYMQKNjY3wer1YunQpbr/9dvHcpEmTsHLlSkyfPh0dHR147rnnMHfuXBw4cADjx4/353ZDxqATFOfOnauy3T1+/Djy8/MjVKPTi8FlqEwgEARY8vKGHeJ7lDAUIE50AX7pj1dOaEE7YsF6jB2MhKodh+L+xEhgZaddUVGRzNpQS5soRakJ5TjOVDu6ZcsWdHV1YceOHVi8eDHGjRuHn/3sZwCA8847D+edd56Ydu7cuZg1axZeeOEFPP/886b1DweDTlC87777cP755+Oxxx7DDTfcgF27duG1117Da6+9FumqEQi6kO8uIdIQMZFAIBBCgz0lG+6myrCW4XQ6QdM0ampqkJWVBafTOaRC4bAsC7fbjb6+vrBrFDmOQ2Njo6nVR1JSEpKTzZ2+ZWZmwmazqbSHDQ0NKi2jktGjRwMApk+fjvr6eixdulQUFJXQNI2zzz4bJ06cMK1TuBh0guLZZ5+N1atXY8mSJXjkkUcwevRoLF++HDfddFOkq0YgEAhRC0skRQKBMAhhGAbl5eXIyMgYuJjZ/eOlnmBG2Z2gY+LF38XFxZg8We4hNliZjqZpjB49GrW1taipqQkusyiE4zj09vYiLi5uQARgiqIwYsQIlcfTQHA6nZg9ezbWr1+P6667Tjy+fv16XHvttZbz4ThOFplB6/z+/fsxffr0oOobDINOUASAq666CldddVWkq0EgEAiDhkHm4HpQMoQW+wmnMVSU2cBUV1ejra0NbW1tiIuLUwlkwSDcaXt7Ozo7Oy2ZDgrY4lMA8KExenp6QlYnKU6nE6NGjYLX6wXDRJ9X7WDweDzYvHkzLrroogHZC+twOEIiJAosWrQIN998M8466yzMmTMHr732GiorK3HHHXcA4J1pVldX4+233wYAvPTSSxg1ahQmTZoEgI+r+PTTT+Ouu+4S83z44Ydx3nnnYfz48ejo6MDzzz+P/fv346WXXgpZvf1lUAqKBAKBQPAPIicSCARLRImc2NfXh/b2drS2torHent70dTUFFLNIsuyKCkpAQAwXc2wJ2WC8bgB6GsUAYByxgNoF383NDQgOzv0sXT1HLAMdmw2G7xeL2JjYwflvd14441obm7GI488gtraWkybNg1r164VfabU1taistJnnsyyLJYsWYKysjLY7XaMHTsWjz/+OH7729+Kadra2vCb3/wGdXV1SElJwcyZM7F582acc07kvOYTQZFAIBBCQLQLYsSZDYFAGEwcOXJE83htbW1IBUWpWSfT3QZ7UqYoIBpp8ZRCZFVVlUxQjDbNLCH0LFy4EAsXLtQ8t3LlStnvu+66S6Y91OLZZ5/Fs88+G6rqhYSh52+XQIhCiEkaIdIQQXEgIC86gRBuPB5PSPNrb2+X/ea8blD9JopC2AQC4XSFCIoEAoFwGkDkRAKBYIVILXd4vd6IlKvcv+1uqgTH8HXx1xtnb2+v7wdZNyIMAYigSCAMAGSSTog0pA+GH2I5QBgKRCIEQ1VVFQ4cOICWlhYAA+t8S8vrJOvltZb+tkV1dbXuOeJQjDAYITp1AoFAOA0gpqcEAiFaaWhoAACUlZWBoiiUlpYapg+30MVZjDwbn5Ih+600YxWoqKhAW1sbOJYBRYfO8yaBEG6IRpFAGACIpmHoY3ViESmiu3YEAoHAYyYkAtpawEBgWTao65My9IOrC599jmPR1NQEr9cLtqcjqPIIhIGGCIoEAoFwGkA0iuGHrAcRhgKDoR+73e6Q5NPV3mJ43mzfJEVRGD9+vOxYZWWlzJMq2+PTMnq7mgOoJYEQOYigGIWwLIeb39iJ+1btD2m+HX0eXLF8M5ZvOK46997OSlz6942oavEFje1xe3HVC1vw5FdHZWkvfupb07Kq23px6d834vUt5iuD4eDu9/fh1jd3kT0BYebZ9cdxxfLN6OwLnRe6Tkk/vfO9vfjlW0P7Of7u3T0oWLwGH31fFdZy9lW2hTX/aOXQqXb84Klv8dXhuqDzWr3vFC59eiNKGjqDyudfOytw6d834lSreZDu93epx2YzLnryWxQsXoPvSpqCqWZYKW/qxqV/34gPd4e334eLZWuLcc2LW9HnCW0Q9IaOPsz7+0a8tvmk39eWlZVhz549QWvJPj9QY54owpSUlIQmyD1r/PzMvj0cxyE5OVl2rLGxEbW1teL+RravK7g6GlDV0oN5f9+If+2sCGm+BYvXoGDxGngY/b50oKoNP3jqW6w7EvzYSoheiKAYhRyt68SWE01YvU9/U3QgvLO9AkfrOrF8wwnVuftXH0JpYzce/o8vbtHHe07hcHUHXt4o/2BVNJsPzq9uOonSxm78dU1x8BX3E4bl8PmBGmw63oiypu4BL1+L1p7QuvOOFp775gSO1nXi3R2V5okt8rakn645WItvjzXiVGuv+YURps8T2OTsy34B5v/+fTCU1SH08+u3v0d5cw/ueHdP0Hndt+oASpu6g35WD6w+jNLGbjz6RZFp2iWf8GPzQ59rx5TTorJfqLzp9Z0B1zHcPLXuGEobu/HHjwdnv391cykOnmrHf0IsVL2+tQwnG7vx2Nqj5okVCI5gysrKQlqnaEWqtQsUszXI+Ph4S/kkJSWpjtVVV/FCoi18weQf/aIIJxu78cDqwyHL0+31fcve26n/bb9t5W6UN/fgN+8EP7YSohciKEYh4TIRM1oZEnBJBgg3E3g9okUwihY91LCU2EhXIaxY6VtWkX6kBAaDQjE7KSbSVTAkLT58k5Vopscdepf7Lp1FAX/3Imv19VCkHQzUtkX/4o8VGDa0g1NbT/AmlW1tbcFX5DTBbG95XFycpXy0BMX21hZ42urCqlF0hWFckLaJ16B/97hDq00nRCdEUDyNGMjJ9mDY40AIHaFc3BgEMqEm0e6waLC2a7CEw9V/qNoyEmEIooXTtT8SAmfWrFmqY8E6tbHZQuOB1Ol0qo7pvd2etjqwrtBYO5H3iBBuiKBIkCGd7wezL+w0nv+cloR0EUIjs2j3KDoYYEOs+SCoocK4REbG1NODcPahwY7WwkqwgqLDGRprn4yMDPNE/bB9XfC01obMIQ+BEE6IoHgaYWWaGKoJOfnUnV6EPabVIJBxon2CNwiaMCxEs4AVxVULO4PhnbZCtNzGYHb4pVf39PR01bGpU6fKfmvFLdRy5mPWPgkJCZg0aZJhGn8xG3s6OoIPlRH+b+/g7VeE0EAERYIMMiYQAoEoq6JbIAEQPTPaASbaH8vpymnaHU2J+nEkxLS0tGDv3r2a50aPHq06FhsbKzNBbWxslJ3fs2cP9u3bh64u375Al8uF/fv349SpU6r8mmp5r7terxcJCQmyc1lZWab1D8Z8PFSxIAmEcEIERUJYOJ333pyOhNI0lEwgwwNp1/Dj77BHhklCqBismh89D60xMfrOwazML44dOyb+ffLkSbAsi/r6elU6juO1j4LQZk/mhUPaEYtRo0aZlhNMu9fVRWdYCektGbU12RJyemCPdAUI0YV8j2Lg+ZD5z+lFKDWKWv1uMHyOor3PD9aJZLCQRaso5TTtj2aEqrv29PRYDu0QjQiCYkFBAcrLyw3T7tnDh2dQBr6vr69HTk4Oent7VWmZ7lbYEtJU44MtPgW2+BQkZMm1i4EQ7dsRCAQrEI3i6YSFD3PIVojI+HhaEa6QLoTQQcyDo5HTd6AcKt0xWoY+5UJQcfHAxzAOJcL+vYyMDJx55pmYPXu27PyIESNU15w4IY8RrWVqKuDtbAbHcUEvoEkFzdTUVADA2LFjMWzYsKDyjRZO1wVGgg+iUYxyOI4blCviZCXtNCPM3xLysQqe09VMaCBHIjLqWYcsLukRWC8aavvdpNpQu109VW1pabGUz6FDh3TPce5ehHIaPGbMGLjdbsTExCA1NRXD83sBHBbPT58+HcDWkJVHIAwERKNIkCEzPQ1iYhlJ2ZYIFQNPaOMoaoXHiH6ifUHndH0tovyxEAghIdrHH38x08g5HA5L+RiFoGB6O/TbzeJ4KZ1vUBQl21vplPw9btw4OJ1O2FNyZNf39PRYK2gAOV2/FQRtiKBIkBGyQNIhyocwOAj3HkVC8JBmDR16i1HhnKwPNUHgdH7PGYbByZMn4fF4wDCMzEOnAOf1oK+vz3KeNK2eztXV1YFhmIDrybEMamtrNcNNhBuv12t4PjMzM+gy2D51u4cUSScXPKra4pJkwmJxcTGqq6vh8XjCWxc/OF2tTwjaDGpBcdmyZaAoCvfee2+kqzIo8PfVD8qZzdCa0xBMOJ0nfYOG0/YZRe9gdDqPk0NlzAhkUr1//360t7ejoqICRUVFOHbsmCrMg7upAkeOHAlK0Kuursb+/fsDvt7dUIaamhrs27cv4DwCRUvwlaJljhoM48aNC+g6Q6+gEgFbWl/aEStLV1dXh4MHDwZU/lB5jwjRy6AVFHfv3o3XXnsNZ5xxRqSrElYG6yBA9iieXoR7v9FgeA+ifdJPVokHN1HevfxmsPdGjmNDss1B0CTV1tZK8vbla2Q6Ka/PYG9ROYJjGD0SEhKQkpJiOb+0tDTD83FxcZbzCp7oflZWu9IQ63IEHQaloNjV1YWbbroJ//jHP0xffoIPSy81p/knIUiGmtmYklBOUki/Cw+n60c9ml+9KK4awQCO4+CuL4W7/mTIxj5BYOT7qy9Pq05quru7Q1IPgUgLnmYaRQDIysrCrFmzcOaZZ4rHzjzzTNhsNlm66dOnY8yYMeLvUJitWkLnBafszpAVQRYACeFmUHo9vfPOO/HDH/4Ql112Gf76178apnW5XLKBtrOzEwBv/x4NNuFCHaR1kdrmX/PiVqz+3XmW8np7RyUOV7fj8eumgabVIxTD+kxYjtW0YYxGnKATDZ1iXbxeayYvWu0oBLFVnuc4Dku/KEZOUiwW/mCM6jp/OHyqFfdst+M792H87UfTxONexlf2kVOtmPf3Tbj53JH4y1WTseZQHe798CCunzUcy66bqpnvq5vLUNXag0evmeKXgFfd1ouHvyjGdTPy8J+DdZg8LEk85/IMbH8b/+A6AMDxR+br3oNW39OjsdOFP39WhKvPyMV9H/Fe5F7+2QzxfFlTl9/3t6+yDSs2l+KBKychP8Pn4U7L1Mrj8YS9/dYV1eNfO6tw/5UTMTE3SXX+WF0n/r7hBO6dNw7jM+PEegmcau3Fv7+vxLVn8k4YmrtcOO+JTQCAJ348FT+eOdy0Dh6PBwzL4U+fHEZdRx92lrXiiqk5eOGnZ2qmF57zffPGmb5PXpaLijFPyomGLjy17jjuumQspg/ntQPPbijBy5tK8eJPz8TlU3NMcgCO1HTgRyt24BdzRuGBwkmq842dvvFfef8ejwdfn6Kw8/MjePgafjx4et0JsByHq88Yhie+Po7a9j78+sICXD/L9/yO1nVi2kNf49KJWThntHSxkm9jYZwblhyLOy4eg/ZeD5asPoLSpm5cOC5DTL2uqB4ul1tzvFay6XgjXC43el3GGiate9x0vBEf7D6FR6+dgsxEn4ONH/x9M6rb+rB7ySVIjVc7Bzl4qh1/33ACv71wNHaXt6LL5RXb2Gj8YFkOi1cfxrThKbjlPHXQ8h63F8W1HeLvgsVrMDUvCTlJsVh69WQMS4lVXTNQdPR6sHj1Eewub8VvLxqN2y8owLqieny6vxbLrpuK574pQTzlu+dnvjqCb4rr8ccFEzAuO1E8XtLQhXtWHcTxBn4f3IEHL0W8k59yeb1e8TvvcnuwfEMJJuYmwpk9Gu/trBTz8Hq9KC0t7feWqc0XB2vx1ZF6/Gy0G18V1aOmrQ8LLx4jG/cDe+85sQ5CHhzH4f5PizAmKx7NXW609niw7EdTxf67obgB/95bjb/9aCoyEoyFoWc3lKCjz4Or87T3IprVWdr/HA6HaF3GcRymTp2KFZtKUdveh4evngyKouDxeDQt0FiGgdfrRXd3t6zNWE49Xrq8LP748SFcMM4naLIsC4/HA7eXxfRHNoDlgH1/vhSJMXY4HDGgHTGAzaF5P+3dfUiI8U3D//Wfb7Bqby3+dlshJml8g7TgJA4CQjW+uz2+Z8IwjKV8AynbnzlIuDHbE3s6Q3GRXjbykw8++AB/+9vfsHv3bsTGxuIHP/gBZsyYgeXLl2umX7p0KR5++GHV8ddff33gVpX85FQ38NRB3+Dx9LleOCzofu/Zzl/z60kMpqWpH+uaShrrqn0ZPTfHq7pWevyNYzQOtpgXLM1H4N+lNLbU06rz1d3Ak/33pnWdP2jVGQAYFli0U70G8twcr+yaR2d7kazxLRPS3DfNiwJrYzUA4J/Haext1m+vYO/XKs19wCP7+Hu4e6oXY5ODz/PjMhqb6/TvbWIKi4VT/HN4ILTzsHgOi8/0CYery2lsrJWXteRML3LDHDtaqM/kVBZ3TFbfy/27bej2UrBTHP5+HqO6DgBGJHD4vzP4c19U0liv875plSukOdxC4R/H5Cviz5zrhU3R/HU9wLID2u+AUf7RxEN7bGhz85MzoW7+1tcovYsB/rjLOD/h+iVnepHiBBbv1l4/VY4fWtgoDs+cx8jG8OfmeA3fn99NZjApVf8zLC3zN5MY7GumsLvReJxRtonwe1YGi1sn+Pq23nGBpw7acKqbQoKdQ7eXf05/melFhokcJ+3DWm3+9gkae5q070Hv/RsoPimjsalO/t4K7TQxhcWxdhqc1w13Ey/QObNHg6JtSI/h8NAs37jw8F4bWlw+waNwJIPLR3BgWRalpaXi8WNtFP5TxbdVTC6/T45jGbgbyvCH6XzbGe2fE+o2mz2GbQ18Pj8d48UIyTrwmDFjLGnopHlq1aG0A3juiPwd+NOZXuTFy+vyg2EsrivQf4YMByzawae9OeUoUp1Aeno67HY7GhoakJOTg6QkPz6+OvcAAP93hrwtBO5YXQ4AuCCHwXnZHEaPHg2bzSZelxXL4c8z5YuWOxoovH9SPjaflcni5vEsttdT+KCUP7dgOIsfjmJxop3Ci0Xy90DIn+lqxay4JlyU6ytj5XEbmlwUxo3Oxx9mWFukfqmIxvF29VwrGPoY4E/946bR+PSHHTZ4OPn4PVhpamrC7bffjqqqKs0Ynaczg0qjWFVVhXvuuQfr1q1DbKy1FcclS5Zg0aJF4u/q6mpMmTIF8+bNw/Dh5iv84cbj8WD9+vWYP3++6O75SE0Hnjq4Q0xz+eWXI9Zh08tC5J7tvHZh0rQZKDxT7Vr66IYTQHWZ+LuwsFB1rfT4R417gJZm03Kl+YhlrT+BLfVlqvP7qtqAg7t0r/MHrToDgIdhsWjnBs16Sq+5+JJLNVeuhTRnnnUu5o7NUJ3X47kTWwHou7oO9n6tcqKhC9i3DQBwxqyzcfGELM10Wn1Pj3//cw8A/b6Qk52FwsLZuue1ENq5g7GjsPBy8fjJ/57ExtqTsrQXXnQRxktW68OBUJ9uOgGFhRfqnvdyFObPny+2HbZ/K6ZJTExCYeH5AIBNnxwGqmvEc3rPX9mP+/ZVA8eOyNIsuOIKxNjlE73D1R3AgR2ya63kH01o1c3f+hql7+j1ALu+1T3v8XjE53fu+RcgLzUW2L1Rsxzl+KHFqPQEFBZegD0VrcDB3eJ1X686ANTVa14zbcYsLJiirzmVljnljJk4vOcU0KgfQ05ZT+lve1IGCgvPVuXNxKWhsPBc3bIFIREA5l54McZkJRiOH54DtcCxQ2L5Sv71xm6gqVWz/owzWXyHIsG6Dw8CdXXib2n7ueyJ0BvjW1yU7jcVALJGjEZh4SQ0NjYiLy8PXq8XO3bswPCCMUBVhSyt4I3zggsuAADMmjVLt75COWnZeUAD38cmTp6GmaNSZekyMjIwcuRISwLjsiObUNvararDxuONwBG5Y5s551+AqXnJ8ntOykZhoX6d3V4W2MF/o8+ZMxfZcRTGjRuH5ORksCxrqY5m3y+hLmefe76qLQAAq18GABTk5+OC2SMwY8YM0DQtXpeQwL/LUso3lgInS2THhg8fjsLC6ajeWgaUngAApA0bhcLCKdhZ1oIXi74HoB7fbIlpGDtjMi6ZQIkatacP8eN5aW0zCu+/xbQNAGBV/fc43t4iKyNYOvu8+NOu/wIALv/BXPH5KvnT9xvg8bABl+3PHCTcVFdXR7T8aGZQCYp79uxBQ0MDZs/2TUgZhsHmzZvx4osvwuVyqWzTY2JiZHFtOjp4cxe73R7xjinF4XCI9VF68+LPmQuKAna7TfPebLQ8D737F45bNbvUyoeWqD+k5202u+bxYJHlRWuvZCrLo23a7SRgMzmvwqS9Bqq/SfuPzWbez6V9Tw/TDzdFB3x/HKfsI+q+7hjA95WiKEttJv1XgIPvWpuizazU3+FwwG5TD8v8eCVvF5vd2vvsb5pIoVU3f+urTG/zcIbnpdjtdtjt+uet1IWi+edvs8vHOaP3x8o76ktrMx2XlXlJf9O0Tt+20OcF7A55fbXGD5vO+O8rTv8edOs4QBi9t0K99QyxjOpN07TYF2QeMPvLoyTfZ6abF6KFdJb6nqRNaZtNNY9ob2+H0+nEqFFqU2AldhsNwfTUbrcjISHBZGxSfFtp4+8BA58Wzet2w56UYOk7pIXZdTadb4ctMR1MV4vYVk6nU96GGu+E3a7+Ngn3apd8t4RjZvMd2mbH9OlTVB5P2b4uy21BSczWQ/Xe2CWKVIfD2vgUTNmBPvtQEmovukOJQdUy8+bNw6FDh2THfvnLX2LSpEn405/+pDnBPB3RMyYeyE3P+l5Po8fS2czoenAZZfuIRL2DsWAfrO2sRbjeMa02CmXsyqFKtPStUDmzoqgw3VOIM42Wdg8Eo0elecrPm1XGJBQvlxRM0TZwjLf/MIWmpiZwHIeUlBQ4neaOUBw6aRobG5GdnW3NIktyW729vf2H1Pcaqmfd0dGB5OQQ7JNQoV1Be7+gGE7MXnuO014YFfB6vWhra0N6erruYlO43zUjD/aD+T0nWGdQCYpJSUmYNm2a7FhCQgIyMjJUxwkEM0wFxYGpRsiRhaoIkVvFcHqOVE4+tMoaLM9CKrwF2mZa12mFHwlEOOc4bsh74JXib9iWYLfsU4p/LZYaVJn+oDfp82fRYaj3HtbrAevuA+00EqYCf2bSMBiyHBnJHi/aDoB3wsRxHCoqeNNUiqIMzVAFRo0Zj4IcJ8rLy1Xnjhw5IrPK0kLpeVUp3MrqHUBbaL2X/uyhDAfKcVHrrmiDsTPQkGBG933gwAEAvFnkiBEjkJFhfStMMBABkCBlUIbHIAwMg3WwsBwDyOQDN8j8PInIqh2iWzD7BAbTVMprtcoayEfhT1nKPiKdAAU6cbAsKAaQ9+mmhYzU/Yaz2GDehYFaIxjMi3BNlSfgaTkF1t2nnyjsN6BdAMdxcLvdpt8mu92OjIwMjB49WjeNy+XivSxreJkWylIf00pnWBVNtN5Lf2IiRgpDbXMA75YwB1F6tbUnZqBOsk/W6/WivLwcXV1d/hcSJKfRuiJBh0GlUdRi48aNka5C2ImUvBIOM7pokr3MJpFRVFW/8FeLEgpC2VcG04dJ2dQyZW6gGkUNAVOrdQN5zPzkbxA1cJAM9GKPnrY2lC0eqndN2jYkFpsP4Rmy7h5NraI09FP/Ect5t7QYmzp6WmvhSBsGitafmh06dAgJCQmYNEkdCkZJeno6ysrKVMcbGxtRWekLw6HUMFKgANV9ahPYghV/FeeVh84aaOypuQCA8ePHD3jZAMTGczqdmD17NujY/WD7usB6ejWdqzQ3NyMxMbxO3aT1IhAAolEckuh99P0dh4PSEunVIfAsQ46pQBVNlQ2UEM1QjUxugkXZzFqT7WidyCprJdMohtD0VGvOFpDpaQD1Gcz4q1EMtn30TE+jZfFD7z02sCxUYcV02bQdo7gjCnfHedSB7r2uXrjrS+FpOSUeEzyUWuHUqVOqY9KxjXXxnkaZ3g5VOind3d2W338tc0WpkAj49iAaoWd+GtA41J8V6/K1nTTedSgxqp4tNhGjJkyzvDfSQrhTv1B9P/r7EuvS9qyr5fAlHPK1tE9Gy9hFiBxEUCToEpYBKIomCGZ1iYRmLhSEo9ph3aMYZe3sz70q6y7/GbpGC53paXS1dbiJ1AJDuEoN1JxZvF5yubQrDHS/iNaFHwDiaysIbVJc7Y2qY95Oddggl8sFV10JXHUlMg2klcDirroSUBreRVXl6gQItyWkyX4XFBSY5lVUVASA9yy/Z88eMK5e1Yekp6cnZE61hOfPyRbWoksi0fouGb1/WvU337LhX+Pp7W8lEMIJERRPI/wdz6P6Yx4CzAbpwTqnZsJSceNPXkj3KEZ4vuDXHkXF79BoFNUXajuz8T/vwdqnA8XUvNxQ0Pefgei7g+EZmo2tRs8l0gKDkTDAesw1bwBw+PBh8W93falhezi1zFsZ8+DlSg2fM46Pek85YlRpzzzzTNP8BMcpANDbVAVPa43sfGtrq86VgTizES4dBJ1ZgtWuaTVdKO4+kluEBtfTIwQKERQHAZGeOAeLbC9MFH0YzGoSPTX1D0YyCxuorhOcmbIczT16g+RhhMLhrKYzH82yBkmjRBA2Qt5sVKanIczbdNwKoF8MtEYxmjXbATklMVt0dPdqjmGjR4/GiDET/C8QvBlrZWWlykxVq/p2ux0zZ840zE9PQynQ0NCA9ja1sKjt4MZsoYA/T9nsYn9OSkoyvMYf5PtvB55wdu8B33d9Gu1pJ2hDBMVBwEDuLYzmfCyXZ/HTYDZZGawT8XBMwkzjQQXxOVa2s+YevSh9FMp6haLtw+n1NFrbMVyYbkNWnA92dV6YVEWymY3uWaqtkybzp19YmTaaZTfUvO+y3W2qYzIzX696/11ubi5sNlvAfa6trQ2NjY3wtjcAANy9vn1tWs/In/ATes+4rrpSdSwYE3hvR6M4/ocy4Lpf/dkPOchI2611Rva+WbAKoWh1TMXMzEzZ7/379xvWMRQMsdeTECQBeT1tb2/H6tWrsWXLFpSXl6OnpwdZWVmYOXMmLr/8cpx//vmhrichAoRMUNT5O9KYOXCIprr6Qzi0KGbf0mCKVGsUBw9GpqeBNolVjWogQmk0a3LCwUDfr948MqTmlEHckl4tQt5Kfpr8DnaYvk7YEvm9gX196rAaTJdaE5eXlxeySb80lAfr1naEAgCTJ09GcXFx4AVxHFhXD+iYeF95AQz+8v2xgVdHN39/0vqRWMuZjejAKqDwGIrfrDxUSX5+PjIyMtDV1SX2K6OYlqFCvnc07MURohy/NIq1tbX49a9/jWHDhuGRRx5Bd3c3ZsyYgXnz5mHEiBH49ttvMX/+fEyZMgWrVq0KV51PO/xdcdQb+Aby2yyd7MpNTweuDmaYx1EcoIqEGCYEwooS049FmPcoRu1+WYM9bqHsPyHboxiCugwmhtr9UpSFccvkejFdBLcEGGo9B64aISuf87r5fzkOR44cUZ83CTVhS0wPoFRJ/oxb/Nso/mNcXJzs95QpUzTTGY33yr2LATmz4Xz7MMPR88LVn61uCxDTm1niWKgnRVGYPHmyQR6mWQRFpN9HQuTxS6N45pln4pZbbsGuXbswbdo0zTS9vb349NNP8cwzz6Cqqgp/+MMfQlJRwuAlWidr5gNstNbcmAFYcFSXGcKvVbTuiaAoLVNFOaFYHbdqessEtJI/OPt0oJial5seCA0h3aMYYQ2MFQ2DmTAbzZrtYMafiooKST7ydmV1HNRwHEDbndAOe28N3vw0tz9D/Q+AUrOtFBzFdDrXC/fDsYxoJhnIIh7LcT5BMcxdwSz/cJie6o3hyuPKqjmzCuBuLJdcw6dQmg1zHBdWp0/R+3YSIoFfGsUjR47g6aef1hUSAX7g+dnPfoadO3fi1ltvDbqCpwt/XXsUBYvX4O3t5apzj60tRmu3W32RDr0e/pNT0dyNv60pQn0Hv8KoHNAvf3YzChavwRNfHZUd5zgOz204gV3lxsGBBab85SssW1uMjj7e9beXYfHityWS/CR5B7ofo8eNx9YW41hdJwDg9S2lmumO1XVi9qMbNM9tKKqX/a5r59ulz8Pg8S+PYk+F3Dzoya+PoaPPg4f/cwRrDgbvlvp4faflZ/nV4VpMevBL3LZyN6pa9E2JtFixydf2Wp+SLw/V4i+fHUZzl3zfTFOXC+PuX4vbVu5Gr1s+bTGbPAkTv7+tKULB4jWyti5p6MLf1hSJ5R2t68Bja/XNn061+ne//vDOjgoULF6DP396SDdNZUsPatp6cf/qQ/hsPx/0+OCpNh2nDfLfTV0uuLzaU76KZt7dfl17H/76RRHKm9Tu9wFgr6IfAr53urHThQc/PYwvDtbg9+/tlaXZVtIkq8fSz49gywm5O/8/fXxQ9dyjhW6XF01+1u1Efafsd8HiNXjyq6N4fUspXvq2BB/urjK8vkfSz/+2phh/XROEWR6Amja1V0wz07wdpfrjrPI9tILZYsDyDcdx53t7Me6BL8VjpY18X/zpa9sx/aGv8f8+PICCxWsslceyHJ5ZdwzfFPve+W6Xcb0DWeTwB47jcOe/9qJg8Rq09fjG2/1VbVj2ZTF63LyQcuubuzDjkXVgWA71HX248rktWFdcr5etSZksmpt9oTKUt7hy60mU1PNx8lJTUwEAn1fQeOg/xaBjtYOoX/XCVlz1wlb0eXztyXEcVu2uxI5SeVgOl5cXEOmYeCz9zxGMvX8tvIy+0Jiezmsxx06cgre+K8Pxuk7Utffhja2laOrytdnNb+zEU4o5grfFp1Vcc7AWL/73hF+LUG4PIwq0wvvR3uPBsrXFKK41jiFpxEffV+HdHRX48nCdr64mK6dPfnVMHBOV44mXYXHzGztxzYtb0dnn0RQAK1t68OgXRahp19fkAsCq79Vj0ZqDtfjbmiJ8V9KEv60pAmWzw5mVL55X7tvcWdqMD3ZVymJOnmw0j+PZ0NmHv60pQqmFtEp6Pfrvstvr/6r09pPNeOrro/AY9E1CdOGXoJiVlSX+3d2tPcnRS08w5p/b+U3if/nsCLpc8pXHd3dU4s+fHta6TJPadn6y8j8rtuMfW8pwx7t7AAAuj/zFPNY/KK7YeFJ2fH1RPZ7dcNxyeT1uBq9uLsXfvuAnWd8rJrpS4TDO4dusrbxPI/786WG8trkUly/fjBP1nboTusuXb9bN9/a3v5f9fnQNHzvq5Y0n8cqmk/ifFdtk50sbu/Hw50V467ty3KmYlPtLeoITC57djNc2l+L+1fpCisAd7+5Fn4fFf4826ArFWlS39eK7Et8EIt6pNhr43b/24u3tFXh7h/zD9cu3dsPLcvjv0QZsVggYaQlOw3KFJ/yPLWUA5G1d+NwW/GNLGf7wEe9+/YrlW/DaZv17atIQpAP5ICnpcnnxYP979O4OuVMG5STnmfXH8d7OStzzwX4AwDUvfqeZp9bCx7aTfPunxcs/8g99zpukPbqmCK9vLcMDOsLq61vLVMeEBZK3t5fjnR0V+P17+9DRJ+/nf/ncZ/L26qaTWLmtHLe+uUuWZu2hOvEZRRt/X3ccn+2vMU8oYf6zm1XHXt54En9dU4ynvj6GVw36GQC8JBn7tpc24/MD/pWvRBAOpN1pzaFadLv1x7qV28r16ydZcBMo1VlgEDCarm881ojlG05oLnydqO/EjtIWdLq8+HivOjC8gPJd/OZoI57/bwl+9U/fO7+n0vcN0BJ2zxujDgIvEApFSWlTN9Yc4u/x+le2i8d/9NJ3eHVTKZ7/pgQNHX3YdLwRbT0evLO9HL97d4+pkFLfrr+Q4a43Gac5Dvd+uB8A74imoqUH39T4pmB0TILupfd/4hsrDlS1450dlapvoDDxtsWnobSxGwzL4Y//PqjKa+zYsUhOTsaIESMAAC9tKsPHe6ux6KMDuH/1IXxRaYPb5gvZ0drjwaYTTehyecV+zXr5OJEA8K+dlXh63XFslSxUGfXB5uZm/Pe7nWD640+6vAzi4+Px8BdH8OrmUlz53BaDq/Vxe1n8378P4s+fHsZd7+/z1b/bPHal8O1Xjifv767ClhNNOHiqHf/YUqa5WLinohVvbC3T/KZJu/KSTw5pfsf+saUMN72+UxyXKZsD9qQMpKWlISUlRUx3xhln4NE1xXh3ZyU2HPJ9u6VCvR73frAf/9hSpvsdU+JlfDd6ot5/4dKIn/1jB1769iTe26l2jESITgL2epqTk4PbbrsNW7duDWV9CNA2yzlU3W75eqeNF8aE1fl9lW0AgFiH2qOWkvQEp+aquBWK6/iPbJ/BCpRUcPH4Mfk/LLn/1h7zgV/AYdOfdVQ085qrkoZO3TSlTaEZJK+dkSf+ffCU9WcJAJ191gVq5aQs1qH/ijcqtDfSPqZ8hmOz9CcxgLF5j7t/ArO/qs0wD4FMDaHUpuVFwE+MhE3l6r+ghQ8EV3/bZSbK45kJAqQwSZcK9GbQ/bPnxk79iWp7r++9ONHA91stxU1ZiPp0qDnR0Cnrd05baJ1yj89Wa22EdgoVcU5+jJV215q2XiTFBubR8Xi9emxq7bFuXeIPgkWIGUpB7pSJFtWtoTk4Z3Rwe/LMkPajEo1nfKK+E32ShdOypm7s7f9OKnG73XA3lMHdWA5PEJpQThGDsU3xHXOkDUNM7jjNa49L7qGpW3sMEL7vlN3X15SLtgCvzRw/fryorTpa1wnKxn+XGzpdoB0xsv0LjoyRoGwOZGTn6t4bANR3WLMGKC8vByhe2AQAh53GxIkTZd/4QNAzZ453ms97ypu1rVgqm32LMnsqWmA3mE9YwarJtS0hDWPGjJGZl0q1i4eKj2PPnj0yzaKStrY2HDx4EJ2dneIc0J/FeYFg71mP8mZzZRMhOgj4S/z++++jvb0d8+bNw4QJE/D444+jpia41VhCP1ombn6YbAbj+CPWHvzkTOXJS8+5ToD5h2pPgRXoEO0DGLh9d/rOVYLK1cyLYWiK0c0rFPdhZBoV6N496WXTh6fIjvm7/81IqLfSwlYd6UTx9jDZc0iND527fD1C/V7qtW0I1jmCroMZVsdKv/O3YLItr4ef+WsVaaGOVr6T7qZKHDp0CBzLiHvqAoXtlQus/t5mYqK2eapAMO+1PSUHFEXBnsxbgbEe30IZ7YiBMysfOTlqQVHppVMPl8uFo0ePorW1X3BVjFU0TQc9LunPMwIc2yH//nOc/+NFuLYRCvd6+LC+pdnJkyfh8Xhw/Lh16zAxf7JLkSAhYKng6quvxscff4yamhr87ne/w/vvv4/8/HxcddVV+OSTT0yDtxL0CXb7ht6AGW43x2L2Fus/II41giwiVBO8gXIxrew7hh7ZDPNRCJymHmJD9yy1Vl1D4fzCKIdA3znpZXR/Z/GZH/rXhobl9F9q1I+sBpmO5imA9DmEehvbwNy3dimBLjgpcwvII6fFd8dqHZW5mY2R0eq4xpIw6Q2d9paVxFI0Ci4vaPeUTJw4EcOGDdO9TnMPtcVeTzvj4MgeA1s8v9hlT8m2lJe7wWfG3t7aDFddCbwd/XEd3W7s2bMHR48eRWVlJbq7u1FaWqpRV/5HuPpJMNlSCkExknWR5SP5m3UHZgFmmL/FRUfC6UHQ6qOMjAzcd999OHDgAJ555hls2LAB119/PfLy8vCXv/wFPT3hc0wxVAl2wIyYZ0NKCDZtTasVsEbRj7T+tqU6+HuoNIoDg0rAM7h/o1sTLI84jkNRURHKjx4WJwBWyg0GLQEhFEKDURUDrb/0MmHCrJeXqfc9S71EP43Ve4jWDz9FUfI4lCGuqGZ+IX4x9fppSMMommr3A7MqCHRRzGyM1AztEmax3YoFhFYSpte6IxVB+6Z7PjEDzqwCzXNGAp/RXsW8vDzk5I20VD+r+BahfM/RFpcMR8ZIOHPGyNLaHWotP9PLm0c31fGOv5gevg0PHeL3VXZ3d6OjQ96u2n0iPAQnKEryiaIlNtk4qbGYoYy12Fd3AhyjbVre19eH6upqmXIneu6UEA0ELSjW1dXhySefxOTJk7F48WJcf/31+Oabb/Dss89i9erV+NGPfhSCap5eBPuSBnN9KAQjdQgBTvvvgE2kArvOCso6RYVG0Y9rlQ7eAu0LwnWNjY3o7e0FB34CwHq090RYM/WyWLZmZqHQKAYqDFrTzwkaGeEjbhZKw6869P9rqFGU/m2xztEEBXmbhVrDMBB3LbS7uqyBsz0NtN8FqvU0GyM13+YwPwwr77rWO8KHmTDHkZYHW3wKaKd2eAm73Q5bYpqudjApKUn3XdbLUzxPa0/bQi3I0I4YUJS8rKzc4ap03na1l1hXt7HALV8QEv7wv45WCCZbad8OrM+G9r0XBHdpVbwdjbI4nS6XC/v27VNd626sUB0D+GgGdXV1omAPKK1Tok/TSxhYAhYUP/nkE1x99dUYNWoU3nvvPdx5552orq7Gu+++i0suuQQ33XQTPvjgA2zcuDGE1T090PqA+fNS6ZqeBli2VXRjL0XQjCHY4kK2RzGYfPy4CbVGUT+tUZ2EfDo7O2V1YPu0nX+E0kxQy5t5mL3pGwolRmVLL7MJGvX+Y2rNTuA3Ia76G6QxC8OgzCva4ONU+ioX7mceDvSqPJB7FAcarVtjZc8x+h+kvzWkY+IBAPY0bc3gGWecEXBd6NhEOFJz4czMF4/ZE31eYo3GEXtKTsDlmkGBgsOp7f1auYDY1Vjtd/7h0ygGnrNsj2IoKhMkFEXDnpKtuidvmy8ciNG+RSNYlkVrayuamprMExNEXn75ZYwePRqxsbGYPXs2tmzR99q7detWzJ07FxkZGYiLi8OkSZPw7LPPqtJ9/PHHmDJlCmJiYjBlyhSsXr06nLdgSsCC4i9/+Uvk5eXhu+++w/79+/H73/9ejA0kMGbMGDzwwAPB1vG0I9gV2EibSBitaMuExgEwPvX3I6FMHTpnNpHCwPTU6Kr+drPZ5EGVme5Ww/SGNbH4KLT6RUjmmoampwaXWd3jRQvFhF6jKGC8R9H3t9HkPBomPFpQkD+HkJvQh9/yVFegD9U4Egih3qOoQuM6+XPUqJNRdiF4KuZm3uo6WG0nYR8fAJXGDeCdzgTtRC02EZTdAUf6cNiTs2BLTLNUT6nHUz6teVlWv8McODhiYjX3L3qajeOVGpWZmp4JIARbbnTuI+D955xiMZXz3zJImT4UczNbXDLyCsbLjrEua1u8OI5DZ2enrg+R0tJSVFRUoLWlRXJN4HUd6qxatQr33nsvHnjgAezbtw8XXnghrrzySlRWaof+SEhIwO9//3ts3rwZxcXF+POf/4w///nPeO2118Q027dvx4033oibb74ZBw4cwM0334wbbrgBO3fuHKjbUqFtF2GB2tpaxMfHG6aJi4vDQw89FGgRpy9BvpiRWokXBkXLH2A/6hnohzfYppB9Jzgu8AnAgDmz8UejqH/O7fGgt7dXDCAtF/ZZ1QQplB8T7T2KwRdglEPAGkXJ30IID3F/pzKt1oTZ6r7C/tyMJtHW9yhG55dfvUcxtPkPxF1rWoMgdObygeRj9b51LBrV+Sky1NKWyjXDWgs/4X0aZrlz0OpfFgXFRP3QHsOGDUNeXp7ueX+hnXGAwhSVNlJP+zH+B4otLhmU3QlPs36sTTOkViMOJx9GKFxdIlRWUv4IeeH+3NudMQDk4SWs3Ke35ZToBXX27Nm66SorKuDtbII9KZMIigY888wz+NWvfoXbb78dALB8+XJ8/fXXWLFiBZYtW6ZKP3PmTMycOVP8XVBQgE8++QRbtmzBb37zGzGP+fPnY8mSJQCAJUuWYNOmTVi+fDnef//9AbgrNQFrFJOSktDQoLbnb25uFrUQhMAI3plNiCoScPmKj5Xsb07zePjq4m96+QVK99ihwO8Plz97FEOgxWLdvag8cRRFRUWa5931pSq36KF1ZqPOKySCoqHW0L/6aF1ntkfR7HorQoD1PYrW0kUTSi1PyPcoDsDAGIzZf7jqYLWPBapR1Fq8MNMoGuYXkvAYVgo1aCgdKLsTFC2f3zjSR4COiYczc1RIhUQ9EpJSNI9zgOVwFbLr/Hg+QlraERtUntLn43LxoTjCthcuiGvV4THCX6YVWA6qvmbkoVeot9RE2PAd4QCmuy2IGg5eOjs70dHRIf6nF6tS8Oq7YMEC2fEFCxZg27Ztlsrat28ftm3bhosvvlg8tn37dlWel19+ueU8w0HAgqJeJ3O5XHDq2LETtFE2ZfDhMQLPIBQDnJEmJZL7Fa2grJJ08TaYiat/H+PApT0zjaI0bz3tlKel2tR7qtLUJZSPUlvzFoJ8DWppHGPRWp60yR5F7eutYWmPokVtXDS+dwLyvW2hzXtAFqZ0jofKe7KVqapqbyyk77w+ge6jDESjGG4siYmBfItYtcke7YyFIy0PlN2/eU+gJrb+9KVwLo7E5I4L6LpZs2bJ3u22Zn5PXLiqGkz/kzmzCeB65ZMK5WLzsGHDZH2B7WlHW1ub5TyUnlFl+Q/Agn60WrZMmTIFKSkp4n9amkEAaGpqAsMwyMmR7wvOyclBXV2d5jUCI0aMQExMDM466yzceeedokYS4B2EBpJnOPHb9PT5558HwA9Wr7/+uiwILMMw2Lx5MyZNmhS6Gp4GqAWrIDWKQV0dOMKQFcxeNEvlhHh53uiDLRuIg2hYf55pMHvbzMqR3oPVmHya+fR2wBbniwXm7u1GcXExWHevrtc+q22gbapm6VIRhmGwf/9+AMDIkSORnZ1tojX0rz5a9RJNT/161tbSCqmMHRBJ00fnR9gI3pmN73foNYraZYa2DO2+G3AcRVV2/reJUuut366BCi7qY6Z7FMPcPa3tzZPDWgiNwRlMrvWwxSXLwm5kZGQYpDaHonxC2qxZswBs9Z0LKmf/cWbmw92k7U0TADIzMzFy5EjRC+eoUaNAURScsb5vRFYu7xAo2D6hd30w321DM98IItzr5MmTAfQ7T6GAkydPWs7D6/WCYbQ10IPv6xE6ioqKMHy4z7tvTEyMYXrlN9nKFqUtW7agq6sLO3bswOLFizFu3Dj87Gc/CyrPcOK3oCh46OE4Dq+88orMzNTpdKKgoACvvPJK6GqoYNmyZfjkk09w9OhRxMXF4fzzz8cTTzyBiRMnhq3McKP6YEVQoxga9CWdaNQoWg3ZEYqA6dbqI8c/wUP5W18zKB12WJaFq65EFPKU+WQMGwXAt0FbGeS3t7EKPT058LRUIyZ3HDjGg5MnT6pWxgK5B8D/tq+v97lsr6qq4gVFaX5eN06ePInc3FwcPXoUbT1ucIxX0529UcnSc8KcQjgWRgtj7br4KXRGH5TMc2uo6zkQwrO+RjHsRfvqYHCbITHrVN2lOlNpish4PbWgzVck8XY2m15jT831uyb2lGyZoCjEUAzFs1BOHimFSWioJ5fKZ690nqNk+PDhoGkaSUlJ6OrqEh0euvp834+YWGNfF8GivXgTyIKL/9eEa3IvvFNxcT6BW4hfaRWO43TjnHOKdOEgWr9DSUlJSE5ONk2XmZkJm82m0vQ1NDSYzntGjx4NAJg+fTrq6+uxdOlSUVDMzc0NKM9w4regWFZWBgC45JJL8MknnyAtLc3kitCyadMm3HnnnTj77LPh9XrxwAMPYMGCBSgqKkJCgn6g2mjGbHIfbH7+EujgRilM78T66AwJgVYzUusqwbQrp/O3Fv44pFFfq1+u1nkBYYO7IAAq+2BcYjJoewxYr04cRcVvd2MF2tpG+mUK46ujupL+Lp4ozWr27NmD+o4+uOpK4MwZC3dTJdraRon14zjA3ViuaU5ldaIr9H+/BHur6SzkaXURJvILSdpQVHgnKANx2z6zYzmhG7P8z8l6f7S40KBIpvW5kMVhC8HCj79Y0yhavV8+nTNzlN/mpVqYaSgCheMAKPZPhtIbtR7OnDHg3H0YM2k6sOGEeNxut8Nu56eY48ePB8Mw4m9pn+zs6LBcVyP0pi3BaLQDDY+hGyrMjzyMCIVZ/rFjx2TeT6dOnQqKonD48GH5+xt8UUMSp9OJ2bNnY/369bjuuuvE4+vXr8e1115rOR+O42T7IOfMmYP169fjvvvuE4+tW7cO559/fmgqHgABez399ttvAfB2uk6n05IEHgq++uor2e+33noL2dnZ2LNnDy666KIBqUOoUb6Iwb6YeoOIFfkvmLFaND01yFOuvQusMH8EWdbFewajY/QXEaSmp0aTB6MJF8MwcHe2gmNoba2UX8IeZ/jbn2vV+18lByTt2NfXJ08HID09HcOGDYPdbsfWjWVwZI6Eq65Ep1z9Onlaa2CLT4WXs/bctG7XX62ElvtvIQtvy6n+35xkcUM/f87I2kxynU0UFIVT/k3SrPRroyTsIP+48+ExfDUP+R5FjfxCEYpBil4/HUgTNmUNGElD8n0stA2rdWvBxFEMRUtZKdFKtSiKxpgxY+DMPGWqPYsUwgKePTYu7OZp2ubbNKiYeJV5NS1xo0tRlCgkAkBiis9zLG3j0wXbK/VNTzU0ihbzlO1R5AbWMsAIfxZaJk+eDArbVceV38jYWF4bnZeXh1Ot2t95KwjhNwZaiRQJFi1ahJtvvhlnnXUW5syZg9deew2VlZW44447APAeS6urq/H2228DAF566SWMGjVK3J63detWPP3007jrrrvEPO+55x5cdNFFeOKJJ3Dttdfis88+w4YNG7B161Z1BQaIgATFtrY2PPDAA1i1ahVaW1sBAFlZWfjlL3+JBx980DRsRihpb28HwE9qByO7y1txpFU++uwqa1Glq27rxb92VmDysGScau3FNWfqe1dr7lZrfbaVNKHHbe4Rra6jzzSNGcpxuanLhU/2VePiCZmme1d63QxW7a5EarwTP5rpsxPvcfsGtcfWFFusBwdPay0AwJk9WuWtDgA6+zxYc6hW/L2zVN72MvNMjfp6vV50dXXhWHkNTpZXgqJpOLPHqNK9+V2Z+Hdtex+q23oxPFVvL5/8d1GNdZMSRlHJR74oQuG0XPzP7BHIS41Dc7fPM5pwbwdOtWPV9jLZdT0uBra4ZNy8ci/unjcez27gNY4UbRM967GuHjHwdG17nygYcf2SVVOXC4+tLQbr6gHr6kErgHveUX+wAOCd7eW44eyRiLHbsK5IvWmbYQKbRnxX0oSuPi+au11o6OTfC8Hz29rDdZicm4TD1e0Ylc4vJHi7WmBPTMeWE76gw29tK1Pl297rAQCUN/tMd4R5UY+L76u17ep36Wid/FluLWmU/d5f1WZ4P8bhMYCWbjecdlpzDBFo7JSPD4er2/FNcQMyEp244ayRcNrNfZy5vSw+/L4KLd1uxNhpzM5Pw1kF/Bi8ancl3t5egZ+eMwo3nDUCHAd8+H0VWrs9mD8lB1PytBcVKQrYfNzXHgzLYdGH+/G/54wS8w6G6rZe1LX34dtjDWjv9eDxL4/6df3LG80nTy4viwNVbSq3+l8fMXZEUNfeh9wUY0+SAPDaZvM9SJ/vr5H97nL5xk63V3/V46mvj5nmDQDbTjbj6yN1YFkWz2+3Azginlu+4TjyM+Jl4Q+8/WPS8fpO3PrmLlx1xjBDIe3AqXZsKKrHZVNy8O3RBtA0hYsnZAEATrX24LuSJlw3c4Sqn3oYFm9uLUNpYzcKMo2ti+o7+mR1eGeHep+dIy0PoG2Y9eR2y0Li4ep2TBueYpjmk72ncN3M4dhQrPYabwXlGGBPzwPr7oUjNQ+ok48nNe192HKiEe29Hny+vwbriurhsFHY/5cFSIjhp39WhY6GDheq23rNE4IXxASzyKN1Hfi+vBXXzx4BluPw+f4aFLVIFi+csfhgV6VsvHx/VyUunpCFTccbMX9KDr4racLE3CRMyk3Gh7ur8MePD+LLu87HjgYK4+o7MSkvDf/eox2uQzneAUCNhfuobOnBe7t82y32V7Vh3iR1DEktPAyL9h4PVu2Wx9Mrb+rWuUJNweI1+OnZI7H0mqngOGDFJt+739zlxs7SZvE7pKStx40dpS2YmpeETZvK0OPxzf36PAw2HWvE2aPTkJ7Aa7fr2vvwyqaTKJw2DGmJiSht5OvJsYxMqt54rAFxDhvOHaO/z1awTpo6daoofGrhDfVKYAS48cYb0dzcjEceeQS1tbWYNm0a1q5di/z8fAB8GEFpTEWWZbFkyRKUlZXBbrdj7NixePzxx/Hb3/5WTHP++efjgw8+wJ///Gc8+OCDGDt2LFatWoVzzz13wO9PwG9BsaWlBXPmzEF1dTVuuukmTJ48GRzHobi4GC+88ALWr1+PrVu34sCBA9i5cyfuvvvucNQbAC8ILFq0CBdccAGmTZummcblcsnUup2dnQD4Cb7Ho/2SDST/+8ZuAHIBZuW2cs20D6w+LP6dFmvDeWN8k6cWiQBQ3dqDolOt8nJe34m5Y61totfb4GwGx3HweDxgGPlK1Q2vbkdrjwfvZMRj8RUTxONaz+CTPaew9D98WIYJWfEYn8M7S2ru8t3frnL1JFjzWUpUQZzHBSpGvYCx5OODst+3vLlL9puSjJIVjR2YkONz4NLb24uamhq0t7fjr2uP9hfJgmM8oGzGE4snvyzG09dP1zzX0ydvv6rWHst9taFdvueguLYDxbUd+L68Ba/fMgtvbvF9bOj+e7v5zd1oq5J/0Np6XLho+Q7+/BvSNpFoCty8oMj2dQEAdpzkhStvv3D+i7d2q+r34Te7NM07H/zsCBKdNM4dnQ6PhlDY2Nnr1/va1dWFY7VtWGYgDKzYqJ50c271BGK5xJxK4J3t5RgD4Nfv7BOPdfR/tNu6XfB4PDhe36m67orlW2S/b1v5va9scPjJK9ousD1eBh6PBxSMnWm8urEESbHGw3p7r0fWlvet2ocTDfzEID3OjvlTzCdD647U48+fHpYdO/HoAjR0uvCnjw8BAB789DBSYmi4vCz+8hkvTHx5uBb/uXOOZp7dLi9ONsonUp/srcYne6tx4tEFqvRmQrUW5y37xu9rBJ78ypogde1L3+H9288Wfx+sakNFs3FA7POWfaN5j5xCnb23ss20/PtXH5L9fum/6v6rxddH6s0TAXj0C+2wOYDvXRkmEXqP1rRhdHosFjy7GQDwjy3qhRclt7/9Pb657wL8ciU/hhx8cB7inDYsWrUfu8pb0d3nwc3njZJd88m+at33va6tG+nxvjG5pKFLN+i4AK3xvTDjptd34Pv7LzVMs+jDA2jvceHFjaWW801PcIjvrLTeH+6qAEXbYItNxPqjjZrXysdvwMNw+NXKXXjnNr6P9lpYQAaA617+TnNsFnB5fPXq7PPAZrPB4/Hg1jd3ob7DBbfHi2P1XVj1/SmwHp9Q+OSGclS1yYW5JZ/4+vCTXx1Faw9/7yceXYA/9n+zr3xhGwAbvn17L35/yVg89Ll2v/y+vAW3nS/vK//vw/2qdFrfF+V7+/f1xzXLUFLb1ovf/et7bDspn6tc9YJ/WqEPdldh1sgUHKrpwDs7fN/oN7aW4Y2t6vdI6Bt/29iAo2VVsKflgaLkdfjH5pP4uqgBw/bEYsVNMwAAf193FKVow9eHa7Hy59PxZP+iEevqhpfhvz3NXS784q3d4BgvipZepopuoOyfLS0tiImJQVJSkqjp3l3um5e2d7vFa6JhLm42HuixcOFCLFy4UPPcypUrZb/vuusumfZQj+uvvx7XX399QPUJB34Lio888gicTqemo4pHHnkECxYswM0334x169aJHlLDxe9//3scPHjQUCW7bNkyPPzww6rj33zzDTIzM8NZPYvYwbGMprbLiNXf7kTLUd+g3dzH5wUAjt4WfLJ+C5QCaEdLI6xERKk4fkR1rRVaWluxdu1a7GuiZNcLg3x5cw8O7N0jnvv222+RoVhw2lntu/brbzfjRL/yId5mQwerr01Zu3Zt/192XrPVP8HKjOXQ1EeB87iAmHhwXg9A02J77y+thZGxU0NDPYQ2+2bTFpT0O/nt6OiQxRH9vsL3KrkbK+DMKgBl03+2JZXVWLu2SrPMHi9/HwIJNlZyf/qwLItDLRQAtZC6raQRa9euxdFSWryfU1UVmDkKmprm1oZagE5SHbclZsDbwU9IhFhaTL+g+O2eYgA0WHcvnDQHt87z4jgWFKXuh9u+34/GExy0hqUTRw5ibd0Bzfy0qKqqwoF6N/ztx6y7F5zXY6pBOHT0JMYUAJ0SbU11fRMACrUVJVi79gRcHb621iI9hkOLy9dGXq8XHka7zQ7s3w9H9T6UVxjneej4yX5NiX4am7dX1p8aWm0Q3oGtu/bAU26+0ru9Xv6OA/w7WN8LSJ/ftt374GYhpm1o7VD0ZV9aT7v++KTV/7/TqEO0sH37dgj3tr+0DlYMKrXu0dEV/D3+Z2+lpfJDCe+shC9z/7594Cq132sjPlu3Ubzmiy+/RoID2FXO//7X5mJktMgXKj49qf9urPl6A9JjIOaXn+DFlq1bdOvkzMz3q64C7b1e2bdIwJGaC09bHRzpIwAA724qhj/P5Mxkl5jv/kZfn/jXxoMIJMrZjrJWMT+qx3hMETASEgFg3wHfomtzWxf27duHgwcPor6Db4e1O4twrJ0CQIGifH1aKSQqEeYPgPCOyJ9ZXYcLn207rHsPHU11qndL6EcCZ2exmnkHCt3ViC11AUefk/HdngP9eZn3F2EuXNI2Gs5s3mEKp1i433q8HgCF2o4+MX1xnR0xucC+qnZs3LhRTOttb8DBgweRUH8AtT0Ax9ngbizHildeweiCAoyOo1HWywuMa9euRXt7Oxob5QsWKSkpyMriLQK21vn6bmtjDdav57XA69ev96tNwkFTU5N5otMUv9+KTz/9FK+++qqmB57c3Fw8+eSTKCwsxEMPPYRbb701JJXU4q677sLnn3+OzZs3Y8SIEbrplixZgkWLFom/q6urMWXKFMybN0/mAjdS3PnVu2B6O+BIy/NrBXPq1KkolKyoVrT0APv4l37kyJE4a2IWXj+2X3ZNZnY20Gr+MsyaORP/PHHQNJ2SjPQ0FBaeA+5QHaBz/dlnn40VxXsBABf/4AcYlS6/56rNZUAlvyp93pw5OCuft3N/5OBGwKMfULawsBAAcM/2dfC214NzdcOeNhyJ8fFo6usFx3rBuvvg6d+f5swZA4qikZSUDHSrNT8COTm5QAsvEJ5//lycOYI3KyouLkZvr0/79PShHbLr3I3lvLbN1aPpBCErKxuFhbM0y2ztcQO7N4q/Y2JjUVh4sW4dBfbv34/KviZwnBez89ORHu/Ahv5VZtpmQ2Hh5dj+eRFQz7dBQUEBwJaKGkEpI0aOxJ5qjUIkQq84bei34Ro5ciTQwF80JisJR+vV+QKAu75U0xR46tSpOHd0OrBfrVWbMXMmrpxm3ePgsWPH0Lu/AqjymQs60kfA03IKcQ4aU/OS8X1Fm3b9mipgi0uCPUXfy9io/HwA8hXd6aPzUHawFpMmT0bh3AJ80bZf7DtaZKclo6XO1/fsdjtcOtr8M888E4Uz8nD46+P4pqZcN8+RI0cB4LC9Qevh8SQnJ6Ow0KfV++uhjeK7NW36GSicbT4udn5/CiiVr+AXFhbiZGM3Htv/nXhs6rTp6PMyQDm/Qh0TG4fCQt9e8nu2rxP/HjVqJHY2atdbeL+ltO2qAkqtmaEPNOfPmYPnj/DasITERKDX3ORM6x4rNpXiq1OB7xcC+PEDHuPJeKiJi4sD+gOpz5o1C5dPzZE9ayVZiU40dsnH9/PO87XhvMsuQ3qCU8wjrf9bI+W7T4/o9vuLLr6YN/XfsYEvLzMLc+eOx1MHd2imD2Y/ovRbJEDHJsosKdIz0nGys1V1rR4Txo1F4YLxAADPgVq8W8Jr3IbnDcOBFmuaYL16/rfnEPa31JqkNmfqtGlA/xaG+Pg4XH311QB87TB8+HBU9DWj0+MGZXfAFp+icr5jpc5a/WjE8OHY3ah9D3kjRqCwUG5xpsxjyrgCFBZOMuyj/jB6dAE21VWaJ7TApEmTsae9Ei0u821BF1xwAQDg+U983x2lzwS7wwH0a8+E9M+d8tW1sLAQWP2y+Hv69Om4cvZwnGjowrL+Oebc8+eCpimkHj4Gd2MnnFkFOOuss3Dq1CnNCAQzZ84ERVFo3VWFj8r4MXvkyFGYP3881q9fj/nz58PhiOwe4Opq/W/m6Y7fgmJtbS2mTp2qe37atGmgaRoPPfRQUBXTg+M43HXXXVi9ejU2btwoupnVIyYmRuZlrKPfw5bdbo94xwQgus1mulr8EhQddpus/jbJYEBRtGzjuA9rK5gOR2CrahRFweFwgLbpD/7Sc1rPgJJsgLfZfOfNdBzSfATBh+lpA+J9LnYEIREArzVyxKCr8RRckn0dggApuSnd+mq3sQ8hKD3T3aoSOoS20sJmU5sXmvVVlmVB0zRomoa7vhQYmQKalnvXczgcMmcHFEWhpKQE3nb1faRlDweq9fe5AXw722ITRXNNSrLznzJx3uFuKFOZoFK0DTadNqVtNr/eV5fLJXOmAPCBsQF+j49N2s/iUwCKBtPtm7gxvZ26giLHsWisOon6mEYAPqHK1u+UgaZpOBwOcH5qcWiD9ML9K+9JlY7mV+yNUPY96bsl1N0MSqMeDodD9U5QNA1pUo6T92Vp7EQjRxxadbIZjDOhhvX0wdtSA1tSBt9fTNDrx0aE6x4jsxXI9yxtFt5dLWc/NsNvhXr81LJSEPO32WXPhKYp0/E7UCy9P356RaFtvvfSLmkXs/HACCE/WxB5SLHZbLAlpoPpakFMcrqqHWialt23PTnL7zL02pY2EDgpjb6ivt7auGcVo/r4i81Gm35PBaz0aeneXLvdjjPOOAP0ap8CQT4+02AZLw4dOoTK5m64G/iFAJvdDhtNgaZocIwXHMeirq5Ot3yWZREbGyt7p6Vt7nA4Ij4fD9d4MBTwe4TIzMxEeXm57vmysjJkZ1vb8BsId955J95991289957SEpKQl1dHerq6mTancGJn57hJAPunj17cHD/XklOnKZ3Lqv+QAI1UhI22Rt6kJT+bVIfuYt1/2c7bF+X6PFML8aQp1eu9WI65BpXvTr4FYpF42EY3U0gEzvBvl4QMd0dzZquvaXN6HGptQyU3QnaGYf4FG2PZdLFDJ8mMjQzUY7j0NzcDE9TFW8iLCGQNqEoCrY4fn+EI42PXebMHg1BlIrJHYeY3HGwJ2fBnmQ9CDbr6oHX40ZnZ6fMC6y4JOFTtRrnE0gsL7PznJX3SlkP7b/9yUNyRvVL7mpdfl7m9CWKfRt4mk+B41jR7NoMt8sFd1MlmL6uiHugjXQ4lEBL53T+DiRPjuNUHoYj2SyhMgRWehoNhFA1A8dxsCemIyZ3HGJT1XNA3st0iArzg0jE8RyImK1GGC2aoN9/gi0hFbNnz9YU0AQhnnLGoqZSvRdSOaYwncaWatK4xpJcDK8hRA9+C4pXXHEFHnjgAbjdajNAl8uFBx98EFdccUVIKqfFihUr0N7ejh/84AcYNmyY+N+qVavCVma4kE2gvP5t5hXG2+7ubjEvIRQEoO3GmbU4Cwx4MPfzOq3a6NUx0FVxI5FVOXkAeA2vdKO9PLSHD5eGkBUqlIOwpZhgosdRn+dRrYVi4aPJed1orlN7iXNmjoIjfbhBiBWNTGn1SlwgXYjlgFOVFWC9Lrib5F4I/ZnsSscmOjYJjuwxYngUirYhNm8cssdMNs3H29EAV10JvF0tcDeUwVVXAo5lwPa0y9IJnnW17scI1S0ZNJoYny8Ekx5lDoGEMrBaD2U6ZZtoLWZEiwt6Ael4AABMd5vpNRWlJeC8bnjb6oILORSCthgM0zEtb76hjAXKKhZQ+CAhkWuZUPXxAYy6YoosDItOmlAItv4SCY16pBYhkpOTMXv2bMM0MVn5cOaMhT3JwEeH8Jw4Dl4DRzNCMr2FeIGmpibs2bMHZUcPiV7TCYMHv3WtDz/8MM466yyMHz8ed955pxgPpKioCC+//DJcLpcYMyQcRHp1NFxIvdt5O5tBO2JAxyaCdffyJn6J6WJoAndDGdqaswHkiys1HMdPWGNyx/HxfjSGamXoBD2CjcVk+IikgpdJYHW59jGw5647GeA43bOe5lOiWaQsNl3/n16v1y8NNqex78xwEmQ5Zx9CmBrRjI9j5Wam/f8K7etuqoR3uP6eP38m5c07zAAAo0lJREFUURzDf0iS0rMAnJKVZ+l6lgHT2YSaihhMyPCtbnqaq8AxXjiyCvzIzbfXgAJAOWJU/ZmmKM0Jiy0uCUyvb8+g8PFjunwmuN6ORt7hDeczPxQXaIRvq3DcpM8G8pytaAvNLMmMFiKs1snq5Eu58KMsm9aI60dTFJhoGucVVfF2NsGWkGp4iVey8KeKbcp4wXS3whafEpIA7mZE4pvJaYybRph9cpR5aGVplAfHyZ+D1OQZwIBPXoOJ3ym9z1AIXqES3czmFxQV6qil1oiikSTsCFurjODjQZo9if6YwBIv4NJLfNsFpMc403wp8F7RHRn6fkUI0YffguKIESOwfft2LFy4EEuWLBE/CBRFYf78+XjxxRcxatQok1wIgPYH1NvZBKa7DQz4/XKeFn7Sy/S0IyZ3nGgj3t7Eb1YWBATpGN3d0YK+vhQosTr5ClahaCRkSM9pahR1JhiBznV0r+NYgGV1J1GsxwXaEaNhSMebVwtkZWUhNzcXjrRSeFrl8cvEvCSaXnlO2qgmlgZpBQThSLjW29eNtppyuOqqeA9+9hjNvKU40n377QJpb49LGqORAmWzw546DEx7A1ivWgPLuvtAO2PhbW8A6+pGX083uPRU3/l+Bxysq9sv8yHpM9XyOEvpCYrJ2aDjU+Bp1o7HJc1PpZVzdUtMr/uPmVTZr3tS/KufjoO/b7D8nbNWJ726a5m1So8p20Rz8mGpBtExAeQYL9i+TtBxybqeqxnGC09LNVh3L2Jyx8HbXg/W3SuO6eEm0uHKrCw6ab2PRibLWt3PqOuyHCcXFKHoP6xx2JloJdhF3VCiFMS1iER9rYyzkRFhraG38C9A2ewqz6aG+VlIw/b5Fkx9756vDrl5w2ADB8AXjoYXQPm/p02bBpvNBpfLhaNHJWnAW2hoWXMRopeAdm+OHj0aX375JVpbW3HiBO+hcty4cYM26H00IHimkpo1MYr9MIJzFIB/ZaXufIWX2dvZhI5GJypPqgcOq6anwa5SGpsMGaeTaRFNhEotWIV3P71b5lgWbE8bGJ03wNNchZjccXINJ8dvypau2jkcDjidTr9jbhlNyJV19mtAFVf6KDAufjXQ3VSBmLyxaG1tBcdIYktK8rWnZIN2xvnqYLGvsG6fWR5tt/k+WhQ/iaYdMaDS88C5e+Fpkwcd97ScAmV3gvO6xaprtgvL+DWPExZP9KAo7YkMRVGgHMZBz/nz7arjntZaUBTv7U3ot2ZCl/K00VvnMyk2zDKgj69MkLP43K2Wo9Tba2sUhbSc5Fh0zyI4rxuU3QlPaw3ffzubdYW+3uY6cWXe294ATmPRJJxE2gon0OJZ+cdAnqffeclFTX6Pou+Ip1k7VFG4iCrT0xDVRfq8BlrwMtYmR1ajHnReJufp2CTREVteXp5pfpYEZ5M40Lm5uXDa5KYrLMeBBoWMjAzRgaSuc5vuNgBEoTRYCMrNT1paGs455xzzhARNXNJ9nhynWhWSmsEBkGmsaAqoqPDt4xIGaaa7DRz4jchMv1dKMT+rGsUwjvHmE12pZOb706r2RfnB1xuwve31oGx2sPH63slYj0uxqg2VIyep1zm9lT0rXhJl5ZpM1oU9eELA254e3wIC299oFOTP0dvRhNLSUnS2NmvmaYtLltfBoAp0bKLoyEbqSTYuMQWUzaFqA4q2gYpNhC0hTeZZFIAoJAplapUrdUpkhpUPNN82gXZyTvJ/db58HeT/6uFx9UIvpmSgWGkltdaPk/xtrRxdjaKqLPnKsZFG0bfIYa0O4YLjOHBeFyi72mxZTNMvKEr7r17MVG+fz6JA8HI9kERCTDSQ8SzDKsbeYOA4QLK7Q+5EyeuRbf0YCEInKEaPJky2R1GnWiFysOoXg1RZLGL27ZOOOWlp2k7opHMTS4Kiw+cxXUieOywP9tSa/u8V1e/FFqp0+fn5srxycnLELVJCcm9XMxivVzZ3IUQvfr22d9xxB6qqrK28rVq1Cv/6178CqtTpQk2NT/DjWEbc62UJxUDMKb7MFEXB21YHRuJ4g/F6LZkoBPrtkex/1oUz+AXoTw4C9VxmWBfGa5ivp7kKrq52n8aLU2urUlNTxb/1V+HUZfh3O77EXi/vqvrQoUNgWRZer1fej/qT0pR8EiFMULtaG33aqf5z9hQND3UGUzO9sBEURcv2NAgBf8XrkjJgS9D+kPF15zTLZd29lieKxcW+uHpG/dhoJd5o/4ToyIbjZGF3tMoz6ltMXxe66yvgbbMWA40T//VPS6mFyrRZe20m6HKEsozeYw05MeKTX6azGZ7mU/C26z8bzT1tOjPSSHhdlBGB4uWWI+YVMHK8pcxP+4B/exSBfm03y6gcZw0EodK4aYUV8ZdQ1cWKNUIkTDwj7YE0WMxeH+k+Z+U3ScCRPgK2+BQ4M0dZG7s1xrfM7GzYYhNl1lPy8ZvDhAkTVItrI0aMEEPqSYtuKD+Oo0ePEmFxEOCXoJiVlYVp06bhyiuvxIoVK7B7925UV1ejubkZJSUl+Pzzz/HHP/4Ro0aNwvLly3HGGWeEq95DguZmhXbHjwmFarhVTPbElZt+81WO49BaVQJ3Y7k4ydH7gAftzMbonImTA6Wpp9ZxPU6ePOlXXQDfKigdmwhHaq7oHVOgs6mGd3OvoQlISUmRDcz2lBzQsYkqQYrp6VA7EDGomd7EkmEYHDhwQPxdWlqKAwcOoL3dtxiQnj0MlM3BT5q0PN9CMPuQCJUSrbNYP4OG0+sfKiFAQ7tiFIaCMyjXymSTYRiZk6H0LD2BVnuPogAtMT9VOi0RTJs58GY+tnifJlYaHoZT7IlS4m2r4zWorm6ZVkoXi1rKQCZFA7lHUWVuKzU97T8ZaSUJ09MGoF+T7eqRac0FvB2N8KpC6USnN7+IC6oWMPN6qtqjqJGHX3sU+53Z+OttPNqIJq+nVr7RkQmPMfBlhrJIlrUeVkTvHaBsdtiTs3grCAuVk86DhOTysbr/mLRs6Mf1jI2NVXljFd7pmpqaiJvHD1VKSkrw9ddfi/OiQNvZL0Hx0UcfxYkTJ3DRRRfhlVdewXnnnYdRo0YhOzsbEydOxC233ILS0lK8/vrr2L59O6ZPnx5QpU4XVA/ND/MX5WRdOdlTDSyMVzQ9ZXs64Gmrg6exTHNlPHBnNr6Jsh5mJkm6kwOzCTLHoa2tTXWc5Tg4s0fDmTNGJgBIzwPghcTYRJV2TVASeNsbwCo0BsOGDZP9pmx2OFJzYYtLUu9XUjxb40mN4tL+38qQHFIBUSA5LRP25ExRGBL2vop5gTf7EP4GtENeBDK5ZCTeXQOZEHAcB6fGiihlc1j6uCk9vqVn6giKFupnT8oE7YjR1YByXH+A6QTpvmy+kl6PB3v37kVz+VHNa3158OndTZXGlfEHC+1kpJyxbOJrtTqc/D22MjZEWqMoRc9BFeATKEV0PGca3rOZWVkINDCRmILJn3lgeRhpFP3NU6nZ7s9F82PnSDPf5xUthMTracj2KFrRKIYHK/u7B5JQFmmWFeWMA+2Mgy0+1VJ+Vp6TbF6okV54m6SLwRzHwWbT38oD6H+TiVYxtDQ3N+Oyyy7DhAkTUFhYiNpaPoTX7bffjv/3//6f3/n5bTGenZ2NJUuW4MCBA2hubsbevXvx3Xff4dixY2htbcW///1vLFiwwO+KnI4IoUUEmK5Wy9eqzNwUw4l0gsF5PfB2NYuCjrerGWxfFziW1QyUGrQzG6NzBtoF/pj25CBQkzuO698jR9FwZIyAI2Ok7LzXRDaXlqscYOPj/XNgo6yXHtJyvJ3N6G2sBMuyYsxMPfLy8sByHChnPBxOJ+ISk9WxkhQFJyUlmdbBKvaYGNhT+ZAbNrv+Znh7chYojZXHYWMmoWDcJDHYrwjHWohJyKG0tFT8fcYZZ+hqPinKvI/bElLhyBgJirbJtIZieUK/kNyHEPaguvSYkMjQ1NtIu6ZXnqmDHMOzQrnyVKHdo6jO26plgLhKbdntaXStQsu87UqOG7dp+O8h0hpFa15P1cf0QiVZzVOZl1Lw5H+qC/bXMVkgBPOJlY4T0aVRlGps9cbeSHg9HfAiQ2ruarpHkaLgSB8Oe3KmtfHfQhrpHkXxmEa6uORU8W+WM3++SWk+iyJpPcIZl/p05L777oPdbkdlZaVsnnrjjTfiq6++8ju/oJzZpKamyvZoEfwjTiFoaIUQ0INWvLaqsUS2yZgB29cFJk6tUWN6O1WmksHuUbQ6RmruR9MZFAMNNeDMGAFILPtUGjaWgy3OJywpzSWl2R47chBnjEgFwHv+NRsUnZmjfNoijgVgvNrmK9NXKNPdCjbOjqamJnFVSI/ExESwXCsoikL6iHFIT3CCrqqCM2csYmheIpYqRTnwG81Rqs7LrL1pe4yqv1KUDbbYRNhyxyFtRAZwUsdxTnwKbPEpYLrb4JUuVFA0L1gohCuOZTSf7969e8FxHGbNmoXGRrmHYIfDyGubf3oae3K2QUBhX06t9afg7WwGwJvtsODAMR5Vn/OZr/o/mQjF9EOZh1xQtKhRtPqOc/LYWlbyjyaNoj8IJsSspw8cfB6EjW6Z87hASbwNh6VekZgo+1mm1lhqrIn1tz5qd/wcAM41uDUZ0RQeQ+bMRidNJGob6YWSYGG1Fd9B5GdB8yuxMuLAW0/1Sc6L21ZkY7vPwZ4etI7GUc8JDyEw1q1bh6+//hojRsj9LYwfP17mBNMqQQmKhOCwOshredO0O+yoaO7GkZoOjMlKwAdFvg9eTVsfNjdKhMJ+6aCuvQ9WaOm2sGdKg20nm/HJ3lPo8+rv1Vm5rUz8m+OA6rZe7K1oxbjsRIzJSsA3xQ3i+be3lyPOacPsUWmmwXw58Hkp6ezzALRkdUzR5t0eBjEZ2uYQAHC4xicgNHT6BKNeKhZHatpR196Hth7tfS6yYNqqSQqHho4+FNV2YO64TDgkrqZr+5+TYP7R3uvFP9d/j+YuN+ZPyUFqPJ8vx3HYUdqMkoYu/GBiFrpretDQyV8rNa+kKApuzgZvQia2lfqEtzWH6jA9p0Cz7p19xk6P7BkjAHBw1/NSJkXT+GCXz9FVc5d5H7IlpIKOSRCdSbT2eHgX27EJKu+oR2o6sOQTXlCfMiwZOQk2cByH2rZePPCvLfhBvhMZ8Q5wHIejdZ0Y36e/98iKRtEUDqjulr/Dwt/H6zvx3s4KFNV2AuhUmSELTquau3119LTVoR25usV5WQ4biurx9nbjQZ7jOPS4jffKdfTyz7ax04W9la2yRYGqFn4cqe/oQ1lTN84dnQ6KotDZ58HBU+0YnZmAg6faNccIhuWw5qB8MaOh04VGyXvj8rL4dF81xmUnIjHGji6Xr58Jf1t9NN0m9znQCM/f03wKn+3zjUVtvQb74CSTtl43gzinbyJ1pKYd3x5t0LrKL1xmZhNhQDpW3rfqgOn7pnX21c2+FSyW5WSC45GaDrAsJ3PmIu1LSpq6XBiWKhHeAVQ096g0J7bE4EN8fbL3lDiG61Fc22l4XsmbW8uwYEoOWI7DRkmf6Da4ZytwHIfd5S1B5SEg/f56WRZHatpRJPl+rt5XHXQZU//ivzZky4kmlDR0Ym9FG66bNVz2rRXwMCwOVLUFXb9w8Pb2ct05hpJviutx4fgswzT+ys3FjR4wsamgJB+KHjeDhBg7unol/VxDo8hxHHaVtSAjMQbjshPR3OVSLTKPGTMmqhY8hgLd3d2aFm9NTU26Do+MIIJiBNlyohHO7NFwN5SZJ1bAORNw53u7xd/SvXXHG7pQQbeJv4V9NlrzBa39afd8sN/v+ggs+vAAJuZomzMCwI5S30epsqUHf/jwADr7P3a/vWgMSpt85pUbihuwobgBS6+eYlpuQ6cLv31nj+q4y8uClshryvtVeuYEAGdWPpiuFoC2yeJaLt9wApdN5oXKuU98a1onKRzHyjd+c8ANr25HeXMP7i+chN9cNFY8t/Bfe32J+nlmPR+vdM2hWqz8JR+S5uCpdvxtLb8P7sM91XDm+CYfXpZTfRBvXHlY9tsWl4xnD2sPAfsqjc2gKYW3HHvqMPE5AsCxemsTIcrugDMrH6BorN5bjSnDkkE7YuHMzAfT3So6EXp/V2X/v7wwamuvxoe3z8av39kDOjYRK7/tw38WnodNxxvxzMYqvF4MLCmcrFmmh2Hh8dNnujQkCMBP/p88KG87T3/cyl3lrdhVrt9+rIZjJGneWjyw+rDheQEOwPF647yauviP9M9f36l6Tu/vqsJj103HT17ZjsqWHrx282wsmJqLxR8fwppDxhrtVzadxAv/LZEd0xJs7121HwBUcbj+2z8B9jIcCjLiUd7sW/wqa+rG6Ey5o6nHvzTeAzrQSBfzpAsyhkgsGCb/5SuUP/5DAEBDRx9++PzWkNYvkph9U2aOSpON/QCwp8L3Dv33aAMyEuXaind2VODW8wvE318e1u+fd7y7F4//2Oczwcty+MNHBwDF98AeAkFx0YcHTNMI76BVXF4W1728TXX8oz1qR0tWOV7fiZZuNyqaQ6NV/Wy/bz/v8fqusPRfvcUhN6M/njMsh8ue2QwA2FfVimU/VjtZ/PeeU3hnR+i834ZSiWlVSASA37yzx3D+ZYVeRRt/V9WDK5Zvxpq7LxSPPffNcfz1R9NR3elL69ZQEOwobcHP/rEDAFD8yBVYvuEE7BnD4Wk+BZblkJCQoOsAhxA4F110Ed5++208+uijAPj5GsuyeOqpp3DJJZf4nR95QhHkw92nQNE2zfAESmjFymdOJh9qgKIoOLNHg7IZq/z1CEf8qPpOa5pLmqJkwkVRrbZ536rvzT+Gde1qbSIAZCcZr55oeeakbA6cPX0izp6qHUA7MORfDndfN0rreKF5Vxk/Iers7OQ3dfcnnTdB7SG0qcuNmTNnIi8vD0xMMpxZBXCk5cGeLjcxyE6KwU/PHoW54+R5OLNHg7I7QTtiYVPuBZQwKj3ekmbHmZUPR1oeaIX5XEqcccBeKZTNAYq2IS81TtSoUHaHSrXEcSyY3k5wLIMeiXdTtq9LnKRvOdEEe9owlDf3IDdZbWoN8B9eqZZLyvhstQdYgHd2JKWHVq/W6TWXMuwNRZuvzwX6sec4ID/deI/VWfm8mY9USMySvCcsxy/iAMCe/gUDMyERAN7REApj7PqfGL3JXZfLKy6GCNR3WBtTIok0FJFV9GJoNuj0z0jwt+umhS3vX184Gn+7bhoevnaqYbrV+6rxxQF5H1y1Wx6q66wCYyGvz+ObyLr6/zZboBnKnGzoQmWIhMRIMy5Le9xWIiw0ZibK5wW9nuiyTggGq4u0erT0yK1FKGc8ut0MbBLtvSC8jpBo6b0a0rF03O508dfw/iJGYtz4cRg3LpRzLILAU089hVdffRVXXnkl3G43/vjHP2LatGnYvHkznnjiCb/zI4JiFEDHak8KJwiTVo6FPSUX9qRMftNySjbiEhJhT8qAM2csKNoG2qk9KTbjwvGZ5on8xOpqmtJW3ssEvgzHcmph2qguiTHyyfoVU+WCwIe/nYNlP9b22jthwgTDuvzjlrPwf5dPlNev1zch4Rgvuuqq4GkWBGAOHo8Hx48fR3FxMfpaasF5PbhklLZAQdM0hg0bhrTsYaBsdtAx8ap7n52fhil5yfjX7eeh/PEfwtk/YadoG5yZo+DIGGFo7sFyHPJS5MKftI2uPjMP5Y//EGvvu0TT+YM/+0IunaReKJk7LkMR9JcD09EEb3u9qQZemHwLNRieGofdD1wmnp8xMlWlnRL44xWTNI8r0XJwo9ecnmb5hFbYkyY49HHYKFw6US60//O2c0Ttkhllywrxl6t4rTsH87bXOv/WL87WPu/HKxmqvUBzx2WgQPF89LJm3X1gLewzG2UgPDto6/XWCiWjrI8/aMZjRPT46blwfCZuOjdftpAQSh744RTcdG4+EmPsuPtS/UkjB/X7pXrfTPexa+Trif4FiHBhZawYLDgMFqS0GKMz/oeKwdyqQjxMR/pw2FNzxbmFliPCvs428ZjWfELPczFFUUhMSjb1kkoIjClTpuDgwYM455xzMH/+fHR3d+PHP/4x9u3bh7Fjx5pnoICYnkYQ0cWw4gWzp+bC21bnU1FQNlB2B2z21P4DoXN+EI6VAqvuqJXpmCA+WtKYWLI9nRqDlz0lBzZ3s8wDqk3hPo43rKRUpsEFBQW6nkJl1yqK5SQ2+ay7B5ydv1empx0sm4WmJp9TF29vJ9yd7ejpUn/MpKayRh955Z4gf73jaU2qtCxE9NzC+PMofT6QfA4nKFD8pLydN0fkvC7NWJZWkd6/0R5F6+2kbgxdjWK/mSvr7pNpMCh7DDh3L38dJWge+ZAm/mzZoChKTM/HbzROr/ls/XQ4o0WoJkdWXQ1xLCPGOHRm5vNaaB2MnqvySVIUpTuG2VOywdB2dWiMfrRiLhqj57wruqaaA7KDyKjTa7SHaow16YGabSqxKLGn6u8RHqpEwiNoOPD3fQmlV1LN/IdAuyqthGQhb4RQUCYxgPXiYgOhCf1D0Cc3NxcPP/xwSPIKWE6or6/HzTffjLy8PNjtdj6mmOQ/gjl6g4nwgopyooamzOg6rX13elDiBNW6gBcqlMWxOl8tK/ViOU786NuTMmFPyoAtPlVT02qLS0LSiIkyLZxKUKQo0BSvgYvJHSf+l5GhHzBegKbVgyAdn+Kra1+XOOQync1oqjiKmhrf/g5hEFYKM87MfLmprEGzKIU6v523cFor+JKQK5ywyKF9uZnzIXm+Qp7KD7gvc5/21ZjknFGadVTev169LbeTxFGRsOBAATIPulK87fXwtJwC09PmC+ju7pXVxdtaB3djOZgAzOHkDofNHT8psdukz1YjYwtovaeB+CjQukZrYudp8pm6siaaIaPnanVxwJE+HBRFw54cmBWGM6tAfVA3zAhBilZ7KMfYwIQe30U2E23xUEM93g5e9OYOegwFQS5c6IY+khzW2uLPaFiESb8J0bb4NZR566238NFHH6mOf/TRR/jnP//pd34BaxR/8YtfoLKyEg8++CCGDRtGvBaFAXECbdGFtyN9uOy3PSlTHn5AA5qmwLp6+vd5eeDIzA/6WVo3PZX/9gaxvMmHVejfC0bbxY++Xl3sitmh8jevFQysHaQaHtoRC9bTJ3dk43GBQ3x//ViNuHb91/Zn4swcJfegKqbzR6Po371o5S3NQzirKyj69VGgxDylsfQCaX9nXAIAtaBltT2sFimdmNCOGMTkjkPeuHzYGsrB9Kr3iGgdA/gwIxQ8oECJnuC8bXV+r7WKbcWZT5i1BDrpQkmg33NN074A8tJ8Nlp5S2YrrKtbV0gHIPOOqS7P97e7sUJ3YUq5wu43fvTn03FSZdQ6nMbClRJ/TK6Fv6yYLQ9VOJhbHwwW/L2P8N/24G1YvbbkZGk4VdqMTPUCmjyGrjxjIjKEj8cffxyvvPKK6nh2djZ+85vf4NZbb/Urv4AFxa1bt2LLli2YMWNGoFmc9ugNJepYfurlGysrgVrChRKaouDt8Lnb5ty9oIIMOCzUzEZThpolpTDhjxZKVSbH7/niWFYx49CZ9CkFB5VGMfBgxjIzvn5Nh6etTgyTQDliTGKEybV1es/Rn+by91a0Jl1azapvehqIRlEd68wflGXKfim1o7p1sdZSWoIwv0BAwRafCtbVBUfacDH0hx6OzJFAc2nQH02fnMgFtEfRpmd66sfzCJVwo/XemeVs5pTEZtDA0lNKx0PhJ3ArioEk0pM6DpxqrFHWyR+T62hr30jAcUOnHfw2PQ3zfQ/mZtVrG7l2UDjmO5+eoXaOp7dHEYhMTM3ThYqKCowerbYszM/PR2Vlpd/5BWx6OnLkyCEzyEQKaftpet80+DpbaXqlyao9RR0vUDmB8rTWwFVXAm9HoyqtVYT7MpqcAWpzET2NopV7ZXk7GgAARfnaUu9apampSqPYP+kPBD0BU9hDqVzFVgWClmjVjPBHo+jvrWjvY/P97dtfq329X6anYp5STaX/bZ+To73HSEvo19MwWV0cMPDGDntyJpxZBYZ75gBe2wwANodaU1VX5zNFdtWVwFVXYjjeim1oQaOoZTYkfR8CFfj8Nf/SQ0ujGOynxqg7WfkIOnPkDgC0nBmZV0Jdkp4zm2jT9AzEfiKjZ8SyMF/s8UejyPlMv09XOITunY000aZRHMxTY722lB/nfyRm+7ytUxofT6M9ihFffRrCZGdn4+DBg6rjBw4csLR9SknAguLy5cuxePFilJeXB5oFQYIzezScmfmi1skWZzwRsTIwUrQNzpwxcGaOgjOrQNM0S3ei39MOpqvVvBANpBpFI5SCYTAfLYblfJpXC+OPUjDUEhw0NRsWvgB6kyp3U4Us1poewjyepihVWAardTHTmJqhpd2TmZ6KGkVt/NJ2SiRFUZuqk9aeqD3I2VNyMCwvT3ZMWv9Q7FG0JaTx/8anhmQ/nhgWh/Go7rehrp5/BhJnAUyHQfB1jf2jemhqFGWCouHluoRqbmR1j6I/GI1FVl4NlcOxZJ+nXiNPqI60YXwaZ5zO4od24UNlAu8PfgujivY0N7mW/A3A0xJ8APjBzlDpZkRpETr021KtUaTsPmWEx622xpB+a1Smp4FXkWDCT3/6U9x999349ttvwTAMGIbBf//7X9xzzz346U9/6nd+AZue3njjjejp6cHYsWMRHx8Ph0O+et7S0qJzJUFApYqXaCBsiWmgwLehlrbR6qo/RdEyxxsaKXTPeLuaYUtMs1SOFkphTIlyMqS3r83KJLHPJXFmIVm517vSTKMI6Gs2zAQCo9t2N5aL+ejV0ZE9BmBZjB47FvQ2/VVvo1ZRadD8lGK08qY0BMVQIEwQ5RpF7bSs26eNHT9+PJxZp8AxHtDOOH1TblAh2aNoT8qALS4JlN0ZkgmWYFLMsYzmJPnEiROyhQWmtxOcxw3KGafrUIU3J/O/Lna5ulhSSet5aJUbSDNpCVSWrArcfbphguR7MFmw3e2g+sPKBDthoR2xuqavdEwCnJn5gI3/1DqzRwMcB0/LKf7Z6oXHCLJOoSYaF/+VVTL7JnIyjaJi0mphm8ZQg+OGiiubQExPw1SRIYBe00i/eWJ7SwYGu1P9DknzInsUB46//vWvqKiowLx582C3898elmVxyy234LHHHvM7v4AFxeXLlwd6KcEiwmvlyBylf9JPaGccWHcv6JgEsK5u04kgx7G6QaH1r+kvy0+NYjB7FMtPHNepi3aeSkFRKjgYemm3UBcrZpPSfKRVzM3NBUXVATYaiUkmWmWD9lJ5LDWtkSJvE42ZmempP2iH3VDjyBgpi0kYHx/Ph5Lon4Sr6ywx7ba6R9GkpYQJpeYexQBFDgpaHmaBzs5OQLE/mfW6AK9LJSj6lLKB7VGk9UxPxb0oLNi+LtDOeLG9pXi7WuD2OACHwmohgFc6kD2KAMCx+tp66fvNdLbwnme7mhGTO06zPKMQGaq0Jl6ppQuAwqKfsADg7WyCLSFVdU20ObMZiDmd2birPB3MHkVlWs7Ezf9QZaho4qLO9HQQi+CWvJ4K3wWK5sPKcJwokMivUWshBUh4jPDhdDqxatUqPProozhw4ADi4uIwffp05OfnB5RfwIKiv15zCGoMhxKpcKa1wh7gQGRPzeUnfDEJcDd2m76qbE+7aHJnFWGgMTM9VU62vVqbp2Bt9c/LSFbmNbxzKlFqlKQaFeEvLUGXH/iM70t6mSCYqzPy/ZmUMxJTp05Fd3c3UtPSAezXrKMSo4+jUlj1d8+f1qOQKZ3EsoMf7EWNomyfKSX+y3Ec6JgEWTgTAKoPk14/4T2oyo8FG0dRS0jXytIWl6wZ/5GOkcTI1KifgKetTvt4cxXs6SMk7cQf5/comgmKGvU0iaPIdLWC6W4FZXPAmZUP1t0Lyu4ERdv6zdRb4O6j4I31wJ6YztfF6wYLGv5+ZrQ1+fI6uVwuVRq2p103xIH0uSpjINJi2/k6vSMzX9T+6+HIGAHOy2uzKdqm2m/ozArso8zXJeBLw0KkvZpbEWj8MbmOsuaNCFbGisGC3/cxRO47WDiOU73bOtMwxR5fTvxX9DCvdY3sY0M0igPNhAkTMGHChKDzCVhQBACGYfDpp5+iuLgYFEVhypQpuOaaa0gcRYsYDW4UbUN8+jDYe+I0NXqBKt8o2gabJKaf2cvKdLf6LSgKVTMVFBUeQbTi8Ih5Ml6AtulOWKTtIW0vvSaWxo0DAJvkt1BGoJoNqYDpSB8OV12Jbj72pAw4YhMQGxuL2NhYeCRtYia0+Bcew7zeZnn7Ex7DL4SJOiSayv5TjoyRYHo7xD5oT87SdbSkrLPRHkW99rC6l1Nbo6iZoXY5Dp+JJKV/tS6sx9W/iJPaf7XPfNdcs6KtUaQovs08DMObw0pM3pnuVj5/xgNvVwuYrhbQ9hg4MkeC6Wrpzxf9x52gnHFwN1WCtdthyyzQrAfHceBc3ao9fpqCouL34cOH1WkMPJZa2aPobZfsAbXQsWlHLND/HCm7E5xkQYiOiQdlM3ZmZMRQmcD7g1GL8yb/isUvjTRGyOesyknr6TdrHVLhMfyNoximeoj5D5J2ZTlAMRXSVULIDE043/Va56X5a/0NkD2KoWbRokV49NFHkZCQgEWLFhmmfeaZZ/zKO2BBsaSkBIWFhaiursbEiRPBcRyOHz+OkSNHYs2aNRg7dqx5JkHw8ssv46mnnkJtbS2mTp2K5cuX48ILLwxrmQNNbGIKbHHayzvBmGkK2OJTTF9WTm95yfAi/h+zPYoq01Od0ZXxuOBuLAdld8KpZYYL/wdm5cRRqlERNYqBxlFU/I7JHQfW45KZTXIcP5m0JaTJBmbpBDHQ8vlrlb/93KOo0Z5ak6kQyomy/XXS0CD2JJ+ZJR2XDJvHBUojpp3eK0FBy5lNcBpF7fZRH7MlZoDpbhN/O9KG8Rp9iddMW1yi2qOjheclNVuUahTNNCtap2mKrwIH4PDBQ3A3lMk0YpTdKZrniYJhf9xHQZMmlOtpqxOfGcd4NVetAcBdf5Ivu1/g9BVmWH39+zJwFCU8f61QQ4IoL9tnSFFwZhXA3Vjut4dTR1oe6CBDDA2VCbw/+DvcqTQhfuxR9LiVpqan57R1qCxI+G16GubbHiytynIcbIq+r9c2WvMUf7Y5kD2K4WXfvn3wePjF0r179+rOIQJZFAtYULz77rsxduxY7NixA+npvKlRc3Mzfv7zn+Puu+/GmjVrAs3alFWrVuHee+/Fyy+/jLlz5+LVV1/FlVdeiaKiIowapS1IDEYM92yEYKQLZsXbCuamkwpBUUcmdXe1AzDeR6JvV699XBm6Qyo4ikKKZn66VZBcr75SaTYJcKLnRK2VOsD/9pPXwfi3GRw4wzx8Al3oRnvOgkE1RVE+b6HK65UaRel1qnx0SzCpAY/WQo2mIC05ZotP5U1opWanAGxOed8w8qKph1TXa9ZHtT228g5/WI6Dp1/gcjdWoK6cwokTdkt7uKTZejub+mvDC4SCN2ctBIFTQLPfWxzuOMaruYeSpigwXa3wdjUr6szp7FGkARttWG95uVJtZvBj81DZOxYqtEYG5WMzFxR9f3c3KzyenoaT1kAdX0UjfjuzCbMoN1jaVVsLaK5RFNLIk5oIjQHoHAjW+fbbb8W/N27cGNK8Aw6PsWnTJjz55JOikAgAGRkZePzxx7Fp06aQVE6PZ555Br/61a9w++23Y/LkyVi+fDlGjhyJFStWhLXcUNPcFfgGeo+BmaZV6Lgk2J0xMlNULdyNFfB2WfdiK2gGzUxPa9r6ZL+buvgJo6etDq66EtHcrazRt8dLSyMAAK092m3Z0aetZVCaGMoERcEYUGdvqNkkTu+2paEdvCwnTmiP1nWi2+VFTVuvXFDUeTubu1zYV9mKU636HlGVdfdXo3i8vkuVv/y+5CaiwUCJ2h6gpk0o0zxn5XOo7+jDpuPqEBJ8TEz5sWD3KDZ3q/ub3qX2xAxQNrum0xIAvCdTyW8rmn5V2f0XnGjoQlGtek+klPoO9f4+muLbhOM4mSPO3j4XDpfVWqqD1pCkt9KvNMeWCqJaz+BEQyfKmrpN3z29fYU0DZWQyFeQCcnKtsxrpp/Ov6QcqGpDSUMnqttOvxh/RotObT0e9Hnke0BZjkOP24uGTv47UtbUbZh/Y6ev37v75N8ee1qeMvmQ5/uKVhyr64x0NUKC14/50PflLShrNO4rwbK1JPA41AMJw3I42Sj32Fys8/2QWoB5GQ6HTrXjVKvPC7l0aG7sdMHLsKhs8Z0X3lOBpi43ul1enOoGetzmYcMI1vB6vbDb7ZrbMwIlYI1iTEwM75VPQVdXF5wabnJDhdvtxp49e7B48WLZ8QULFmDbtm2q9C6XS+b4QKiz1+sV1bSR4li98SBtNGl95IuioMunaBuyRhTAXl0FpqddNx3HeMB0tYhOKswQtC1mk+6V28plv70djbJ6eDubQccly03COE41I+c4Dv/YUmZYVoydhsvrEzIp5eqXZJSjKMDj8YDVMGV7a2spbjnPWGvNMgwcGnNFW2IamJ5WcCyLql4nBGeILd1uTH3oawDA7RcUyPLRYvZfNxiWDwAcw8j6d5uOIO0PrGRJMCnGBo/HA8ZCXEhT+oX/U629eOG/JbJjRvS55Pd02TObZb93lfJaLYZl4fX66mmj+P3VWugdtwKjs2RqS0wzDDPT2tYGbjivJaUoCpQjFl7GC69Xoo1MSIU9KVMlYLnqSvqfA1/viuYemNHrYVBU3Sqvu9cLDhzc9Sex7aTP5PQ/B2vxn4P6giLrMi8P4PdUUjY7vG11oDUWptxNlQB4c2yWzVWNzY+tPYrH1h7FL8/Px/1XThSfpy0xHWxvh2l8Uv09TBzibByCXfKQt0PgeV370ndB1SPUZCc54fF41ONliJA+Z6N3r6HThfVF9bJjeyvbsODZzahp68VN54w0NT9c9b3P9L9c8p5Y1RoPNd7bWRnpKoSMd3ZUWE57/Svbw1gTHq3FuGjkVyt3YVupXAnwp48Paab9kWRs+r6iFVe/uFV23uPh59TfV7Tif9/YrdJW/uKt3bLfK7eV4+M9p9DpsmPm7DacPSYolylBI50jDGbsdjvy8/ODmsuo8gz0wquuugq/+c1v8MYbb+Ccc84BAOzcuRN33HEHrrnmmpBVUElTUxMYhkFOTo7seE5ODurq1B4Cly1bhocfflh1/JtvvkFmpnYssoHif/IpvH9S3/GPracZQSh9LVFRURG2MobZulBuMW+OY0UhcVoai8Ot/HVsj3x1i3X1gHP34vyxaSjrsqOxjwIkZl9aMScBoHCEB6vLfeecirZ11xzDuGQKjb0UZmR6sXbt2v6BTv6KPPX1MaQ0F6mOSynf/x1iGfW1AHDNrHx8Walfz9e3lot/79i62bAcIxqKd2HtCd/vbnfwg/Cx0kr8KJ/DrkYak7gqrF1b1T85k+c9I4PF/mZf2+bEcbh4GIsPS7XvOaWnGoD8XH19Pa4exeE/lfrvx+drv1KVLWX3oWMAaFS19GDt2rW4MJfGkVYK02OacfRYC4Tnn+rkQAGYk8PiyO7vZHk6aQ5u1nzi/9MxDCrLSqH1Lg2P5+BmwfdVAHaKg5eT51lXWweAhj11GCiKwq4dOxFrBxLtNnR5KdAaezIBYFIKi7Vr1+JIIwVlG45I4HCqmy+ncCSDXY00mvrr8O+vt4jpxyRx+O/6r+Hq174fOVGmeR/2lGyw7fVgJYJQvvcUSjTSxtIc+iTt5mmuwpRUFkVuWtsLcD+sqwdHTp7C2rWncNUoCl8onv9b2yqQeOJroUawxSaBjkmQ7f/VorW5Sbs8jws3jInF3/aHcAy0sMghMDOdRfBLftok2Dl0e4MTgKdylVi7thK9vTaE2j7zghy+7wocr1b3YTMEq4ePvq+EUL+ZGSz2NYf3u0kgDAWUQmIwbNqyGSfigVeLaXCctfev08V/c3bt3oXGoyGrSkA0NWl/IwYjf/7zn7FkyRK8++67MqvPQAl49vj888/j1ltvxZw5c+Bw8KoRr9eLa665Bs8991zQFTNDaaai5zBhyZIlMg9A1dXVmDJlCubNm4fhw4eHvZ5GFAJ4/8F14u8fnTkMnx7gV+9/OC0XyXF2bKs/FVQZ8yZl4ZWbZmK8pBwpBQUF2FynXll0ZubD3SRfpVN6QjTjpktn4qcsh3s+PGieWLL8dO9Vs3H7O/sAAOOSPDgqUSh62+sR56CxtPBcFBQUYO7j/0WdpP50nCKOWz9XXXQ2Ro5ux/Pf8g40bpo3C1ve2y+ev/LSC3Bfrvrae3fI243hKFx22Xws2f2tKq3ANVcVAgAe+F5+beG0HNx83ih89fpurctknD8mHZdeOhWP7NsCAEiL59+x1h65puXEows0n+3/XFMo+/3Y4U2o7ze90rvGjMvPnoxfnp+vOn6foo0+uvcKXP3SdhztN2vaev/lAIC/6eR78FQ73i3ZKTuWm5uLZ/53BvK/KcGLG0sBAF/edT6ufMFnNTB//gL8add/detbUFAA1FZi/pQcFBbOgLRFvjhYi68/4ldOn/npbFw4nl80aul246G9GwEAm/7fhchLjTNsq9f+9wxcMjkXALChuAHrJH0KAI48dBmcdvlHs6q1B5c+41uNnZyfi7wkDvtb6kUnKL/81a9QdfIYDjOl+KqoQXw/aHsMWK8L980bh4sn8HWeNm0aMqq78K+S72Xl3H7pFNx0zkjZsZ/+Yxf2VLbhzDPPBL39c/R6WLxyzy0YnZmIfx/9CBuagbzhw4FGtRaRjknA4ed+iWkPrhE9z1551jhsKWnG/iq5RcKTPzkTd6/yvfc5SU489rNZ2FXWgse+0o55KnBGJo3CwitQCGDHExvRJDHRdzdV4oLrLgAAPH1oB0DToGnzvdaTRw/HgWOlquPetjqgMx5LL5mBJe+rvROHm59ePB1/2W6ufXj8uqlYvPqIX3n/3xWTsfQL3+xral4SPv3dHMvv/oTsRNz84/MBAE8f3YJml//msFv+7yK8+G0pVn2v/o699fsrZL+rNpfhi8oTsmN3XDQar2w2thYBAJvNDjAM7r50LO66RO5Ib82hOtxr5RtEGJLMm5SFb45GhylobnIM/vWrszHvWbk27i8/nIRH1sglpcd+NBX3fyp/55deNQk3nctbNN35/n6sK1JvtQiUrEQnGoPYDnXhBRdiYm4SVjV8D7T5J4D+8tp5iI81jkcbbqqrq80TDRKef/55lJSUIC8vD/n5+UhIkPtF2Lt3r1/5BSwopqam4rPPPsOJEydw9OhRcByHKVOmYNy48JpxZGZmwmazqbSHDQ0NKi0jwJvIxsT4OmBHB6+hstvtooAbLUjDitA2GjZb8KuiFEXB4XCIru/VZarLsMUny4JEC3g7GuFIzbVctsNh1/dQo0DqWt5ulwijGqvzFCj09vaK9yVF6SjEl6cdtOReY5zy+3M6HJb7g8Nh/Nro5UPRtGZQWi1sNnlaWmOfnVFZquOUwTmL2Gw2S9fyz4WS/TZOr24TG03D4XDI3gmn4pnZzNqyf6+Y3Uar6iAt0+HwjQVOh+8lsVvoEw5JGodGfWKcDtgV75hD8W45YhNAU/I9MwnxCbDb7aD6N6oKQd2pmHjA65L1j8rKSjhj1WMfTavv29afX3mJb1JSUXoSwxIngu7XDArhZZxZ+XA38otFtvhUULQNKSkpsMWniIKijabFPb32lGxQtB2e1hpVW1AUX1/Zu60D43WDYRjExvKhJziOhbetHmAZcF63/B3qr6sgQAPaDm1sNhtv1qphKtvR0QF7i281WU97Gw74djIXFAMJOaW8hqbU/cEI4dsh/B0IToe6/wso60JrpKP1NmorEN5ah8YYpfVeEk4ftMKLRQobTcOp8Q46NMbFGI3vonTeSof4vqyGhtLD1l+3QOoV43RGfD5udW42GPjRj34kxqAOBUG3zPjx4zF+/PhQ1MUSTqcTs2fPxvr163HdddeJx9evX49rr712wOoRDqTfYgo+pyrBIPQTmqJ0Yr+py7BJwhFIke0VtIA/DlTkgcWlHkj9awOrkzzloOjPGBnMu2e1GN4Bi9wTa6RjfYWrdK0+KHqelZxS9iezQVDYK6vphVZyjFa0sz/I6qfxfdR6B5SH7AkpSEtPg7NWsqKquH/BQ7EtMR2U3YGsYcMB8Nrlnp4esA71/gqtfXm+MBo+v3+uvj4cP35cPMdynLhvy5E+Ahzr1Q1kL70ZW1yyGCqDovgwEaynj4+t2J/MyphAU8Dx48dxxhlngON4rZ/eXkjx2coaX33fNGW8n1I29gbpDVrL66oeVsfIQN59ZSsEM3wEei0FP+4xiBFG8MKoNdkNcv5LIIQMvVdBq99qOQMM5ltlRjDhuIDg5kXkHQ0NPT09+L//+z98+umn8Hg8mDdvHl544YWgt9n5JSiGM6Cjv/W4+eabcdZZZ2HOnDl47bXXUFlZiTvuuCNsZQ4E0peFFwyCz1N4d2kK0NraqlVGqFbgrAq7nFduTknp/C2m77+rtrY264KX4rcyPIY/bR3MGo3VcoS4dpIrIz6YhktO1e6D/f9KWkF5/1YDy2t9AJXvmvi3n5NVeT7mQqEWLAfEJ6eCsreZpqUoCra4ZKSlZwJen3noyWPqnW5azUNTFFhXD1guSUzg8/IrJJJYNjhjjeuj/E3bYE/JwchR+aBjOkDHxIPpatFtByFWoTJPqZMTPQFP6kWYjon37X3UjBPpz3P1/w2naJtPSLb74cxNp1qc1yOz6gjFqxdMHgFfG6LvmBnSscDr9fLvSb9GNdILbASCgN68TjkfEdIaHQt1tw42u2BCjpB3NDQ89NBDWLlyJW666SbExcXhvffew+9+9zt89NFHQeXrl6AoDei4b9++oAoOhhtvvBHNzc145JFHUFtbi2nTpmHt2rXIz1fvnxpMyFaLEJrJgaB14V9E81hUVvKz+lJbsRpiXT3wtNbo1ok2qGFpaampt0MxT6WJKqU8P1ADlcW20xBkg13xC5aBLF0lvMB/jaJPUNTIX0ej6O9N6mkmtcrRO8a/U8o0wNSpU0FtLJEJRNLzctRtoSVI0zTgaa0Bx03wfdjFvPg/bM5Yzfy00Jz0xCUhIyNDM93IgjFAv/sWW1wSKJtd1F4yPe3wdjSqtJ5SIUxWjsSTLB2fCnQK4S+sxbjUxY992AKO9BFgulv4eljAnpQBb2ezplmmEO/RlpAKW2I6AG2zc7+JwPhBgfJDa2otT47jAI4V98tzHOuL0cayOHDgAABg1qxZ/fFB/a01YSgRTTIIBUpzLNLWhJsscIb4ixzsHMgXW9nPcsMc0/J04pNPPsEbb7yBn/70pwCAm266CXPnzgXDMAFtXxDwS1CUBnSU/h0JFi5ciIULF0a0DqFGbmqoPaD4i/AK6uUkWm5J9vgI2BMzVLHHPE0VcGYVWCrbSv2VQqItLgkJSYmgYxLAurpNJ+5GHhSNKyf/6Y8QFozdt9ViKEXaUC0cBEO4hGnNbCnZP5qYaRRF01P97NV/B3GLgV7KR3xR6o+B2NhYDBs7Fbb+fYLy88r06tK1+qmYTqvt+k8lZeQC5caxEx3pI+BpOYWExCQ44rphT5aba0rr48zKh8PehbFjx6Kn0QOKosFxrMrEnY5LBjoaxWv37t0Ld0ezSkhMSkpCVlYWAJ+5urRvMt2tsKfI92yaPVfpaVtCmm463evtDlWZVtCKCyuMuUx3G5jutv6jZwaQt/x3UBrFAF8MfyxjrCRj3X3wtPCOcejYRNiTs+BuKANDAbbssag+WQzMHgGA7z+zZ882rLs9Jdta5QiDlhBt0woJakshHusaxfDNAixuBzbF3/aO9LxmKFFVVYULL7xQ/H3OOefAbrejpqYGI0eONLjSmIC7xm233aYZR7G7uxu33XZbwBU6nQnHGCDdo2iIxihBaZidcYxXc3VfM0sdByxG2FNyMH78RDjShummkU5CWbcviCtlMNIpJ9LK9hioVWerxVjRRA00/hQfjpoqV13N9yj2X2e2R1GSr7/1NtMoaqFMZWSy44+pMutxwVVXAlddCTjGo/nBFvchggPHyYUisSgLe/RoZyxicschb9QYJOeMgk0RG1G55y8xeyRSU1NBUxScOWMQkztO5UFZ6N/SdnR1yBeqAGDChAlIS9MX5pjeTnja6uBuLBfbQ9p17EmZqvr66kD75dk5ULz92k+rWgFlgPiBIFTDTSgtIbyShUW2rwtsL++cjgPgrj+pGsc5jjMe26NJiiAMefTeBa2pi9bYEIz1ixmRsliKJo3vYIdhGFUce7vdHnSMyICd2fzzn//E448/jqQkeUiB3t5evP3223jzzTeDqtjpCK0YA0K9R1ELYXJmS8oA23wKNonplFWBUI9Aq29mhy+dWHt62sWS6NhkS3kCGqadftQ2uD2K1srhVx6lGubQrfgFSrjGc01nNsK/klP+7lGUm13Lkbal2T5DI2iD+umhLILl1MfM6kFRQHJysujFmQIliyXobqwAy03TqC8llskBsMWnyBwH2RLTDYLTm9+LbjoNU2It6NhEwzRW908rHW95+ySWBzQNe0KWGLe1v4IAtDV84UR5r3qm9C0NxhreQMoyIxQylJ4lhNn+K11om9yTdn9/ELqsqj05LuIm+4T/396Zx0dVnf//c2efJDOZ7PtGwhYQA2HfUXZU3CpaFOkPVHDXViqtFlCLVHEpVqxWBduvRduCaDUWUbFCQUUERUAgkLAkJJBA9m2W8/tjMjP3zr135s7MnSWZ83690My9557znOesz1kpTkRm2L0tM2V9Lvi3HATqn7/1BS2d8kEIwcKFCzk3PXR0dGDJkiWcKzK2bNnik78+G4pNTU32vSOEoLm52XmEOWC3ZsvKypCaSpdz+EMwRouIhwM92MEo1Dpo0grdlr+KdMpsNkn7eKQ00IxS5ewcOZZuOb5SxiWCgRWq+DRYGms9yg8AyliT1/Bcsrn544O+Q3HqqZAhG/YOTwiXnjryoeheQnjfPG+VuEdRzCiTElsp/njDRoj40nAPz4uKilz3IQk4PHX0EPbFNaKgoMB16a6t2xAhBJrkfFgY13UC6fn9obpQJXg6sq8I7bkEvNcJalM6GIZ1l5ebLEoDf7+mFNqbXPd6KTQxfvkhJwq1FjZzJydvWjta7Pc6CtDe1ir43BPuM+6BlF7/B/0YKBQMiM0Ka3MdFDoDFNoYP/bG22CuO80zpB3XtLAC5Pxsb2/nDTz6MhBC6fmEu9lkYx848TJT6HArZFAGcbA44FNP4RiY9e27SEqfns7tt9/Oe3brrbcG7K/PhqLJZHLun+vXrx/vPcMwWLVqVcCCRSPc0SJG3s3KEnqi7h1dx91tfKQ1tGLr8TlhMEoQ2Bt/x9UWDjlUcYkwZRuhPNUE2CzO5VqahEwh8T0eS8+A2+fkzTCGYu2pwMyRGO57exgJuvQYtEyzA5LD88VfLyOnYs8k71EM4sist9lvwW/cQxSaUZQQLsMwKCoqQnl5uaAx7EjziooKp6Fobm91vmNUKsBKMGBgMTLidXj/rP1uRd9mFEWMbN7S7m7D30c/2ZJoUvL8vrqis91laPlyfUWwUOiNsJkvgGHsRhSjUIoaiYD/gxCy+eHnpwzsebXrfAUA+7JgbXqR8NJ6oX223f83n6+UNNvr3o8uLy8Ho3e1FwqGgQ0uf8TbOEpvIZJWF4ttxxG6CsPbtU5yb0UJ1DuHnukexfCxYcOGoPjrc4u5Y8cOEEJwxRVXYPPmza6RatjvOMzLy0NmZqYHHyhi8O/Nk89v8RlF8UDE9uqY689Ck9bHa5hSKjLSPcPhOAHRHZXjctkYE9RqHRi1FgqV/J0mn+5RDMEpXQqG4RkzYZ9RDBJS71F0TzNvBo2n/bn+7C0Uwq89im7ObAInCbvi73mEx7EfQdBQFMinbRfPdYfp0o9KpeRcNmyTY0bR7bdjJFzKgExCMutQmG5RNMn+G4kA4DoW04UmtQDE0gXglOwnCHpDobXPajIMA1t7MxR6g5cvfId3j2IAfvk/owiYO8Tvr3R3y4bYrLhwtgK2rnbJS4Ldy6DFYkFrcyPrPXdZcqB3ZlIoviA24CtULXo7RVvuGivwGUX/6J29mt6Fz4bipEmTANhHqXNzc8N+wEZvwn3lqRyadXWWvYcp3U8bbB0tUIhdwu2T392zPlrX+mn3mVW7XwyY7hlH9voLRxgqY4rnYNwM70D2KPoNIz0coT1rAU0IyBC9YBV1TzN+nu5R9GbP2DztUZTJUGR/6e+kNIHvZZ1vSIrPxgDAxYsXYbVanfokrPfOMtb925eVeaJmLG+GVPqMYnxSCnJz43H69GkAgDopm3OnoD8I5jGF0lWndKMI0QyTw0BhANjMHV7rUq1GC0CawSUaZhiaagYMrOYuzjNCCBgw6OjoACEEer2e953N3AFz/Vl05WTDfLHKlwBRWFiIEydOOB+dO3MK5oYaqOJToWBU3Ht7af+FEkIYCFuKgkah4Pesv2XOuoHPKPpnKtIiGPn4ZCj+8MMPGDx4MBQKBRobG3Hw4EFRt0OGDAlYuGiDu6xAngLkmFXwtkdRDHVCJojVzNsLYuvy3rmRdOqpozPPmr30tpyPYRjk5+ejvLzc5Y3VzHfI/sYtpu6dep86+YHsUZQYjkJg6DHcM4rBMqYFG0TGYdC4lO3zHkWb+B5FhZc8JhV/lgK5u7LZ78dwc+PZL8dbx2lmQnFkz7hWVFR0y2j/TbpPPWU/c8jvyx5FsSh7K2+eUCoYpKSkICUlBbrMOlg6Jd6VqlCACMwcAsLHzwv6oeYbLcFEAcZ+eqfW875JgsAP2Qmk/Po9IMwA1i7utUsgNsBqxaFDhwAAJSUlvDu+zPVnPXvL2tuu0MWBUWmg1BnQZ+AQmEwmmEwmNDQ0dMtun0U0mzsRm9WHs3JF6uFIlJ5LJBkijMhgsdDSU6H9iMHsA8g1o+jzHsWAQqWEAp9qyZKSEtTV1Tn/Hjp0KEpKSnj/hg4dGhRhezvuM2my3KPo7AyKGIpeglBoYwSPkncsGfX4rRe/idXiGoXiLKnwHm/Hhd4Ol6TTt/sU+RfaS9d1KLY8CB22I1aRCzUywSAcM4psm8U9/mar55SwEfFBEk+H5PgCd5Za6kfcn0L3KHoP1+6+q6uL85tRqqFOEF/674irRm9wnRTp5sanPYoicgvNiEuFnR5Co9SOw9TcUcWnQ6k32O/Xczv0xlP4RqPRvrRbGwtlXIJkOWWhWyxL43nOY4VaC2VMvHMwTqnwfV8lT0WBrEjw87uL9XVobeRecdJ1vgJdrLtBzWbuIJ+lqc6jn9r0ImhS8qFNL4I2vQhqUzpUcYlgVGpnGezTx7U1wtHJIVYzlAxDl5tSwobYyiChJfnCK2FY7+UUTCQ8X/B7j2IPtxTXr1+PgoIC6HQ6lJaWYufOnaJut2zZgmnTpiElJQVGoxFjxozBtm3bOG42btzoPAeG/a8jDFckOfCp9amoqOi+6Ng1Qk2RD3aBqaxvRZHS84ydFIw6e6PYYRa+6qLDLG2kWp2YxVkCpNB4H3lnGKCpXdigJISg60Il6wH7Q9efWhV/LEOnFtg76eU4MIbxPKsQispK6cPyUYbhHmbkaYZZyTCwejFfYzQqAJ0e3cjJ8Vr+Havi8CNW1SBg+Ls5m/r8fz36uv90g/0zwVlp4b99xdMeSqmcvdQuYFjx/ee87/6/ojvfO2cKrWbn/jehvYYOd+u/Y10f4RZWu0hdISbL4eomUfm8fesNlVIBgCtPwfIyQbcKbYwz7oDrjsjOmnKnQOqkbN53qamp0BcOgXp/YNcB+YNo+qo0UBlT7LONHS3o6gq8k3Cxtcu7IxamGJdBdeaSf8tez3QvH3bHzBqMsHXPAjtntNsanO+UbtW6Nr3IY3jsrQquZy4a6s6JzjpTeidqZeRYIgyEDTypS087LcHLuxdbA+sfLHprL7797VTsKvc80ONOZ+irXdl499138eCDD2L9+vUYN24cXn31VcyaNQuHDx9Gbm4uz/2XX36JadOmYfXq1TCZTNiwYQOuvvpqfP3115wJNqPRiKNHj3K+Zd8wEWp8mlHMy8tzVsB5eXke/1F8h10JfF1xEW9/LdzI+sJD0+wn07aILN/afrgWi8cXCL4z6FzjCAqNvvu0uu57qzq9H9ceo1Gh/IKrQ7p81gDXS7elouzT5xgGuHV0LpLjNPjN7IE8fx+Y2tf5d6cP9ebckizE69W45vJM9EmJ5bxLiNGIfMVFpWAER8yWTCpEnFaF5352ueB3WpUC80bkSJ45GtMnidOJLEyJQ4xG+HChD+8fz/m9SCA9H5zaF2olg7snFwIABmeJ3zkpRqvEJYAAYPFhVkpoMODrCvt1BqMKEqFXK3F5djwMWt9mVTJM9oq1uoHfye6fZkCKQYvsBD3yklzGRaxGiRH5CRiSHY90o/17sfIBAP1SXYM5hW55Sgyhfqq7UefQiVYlnOaO/Ou4xzbVYC8/jpk0ZYwJc4bwZxZVAiPXSbH2bx150yqSdg9PtdclS7vzEAC0dllQ72aATOyXgqQ4Laf+GJxpX5UwIMOIzHjPDd6wPNes3p0TvR+aBYCXN/RqJaYXuw7FyehOS4WaG/aMYv+uchqaa/LJfXKcFqYYNZ6/iVs/JMWK1Tv2tLB1tbN+AcRiRmdNud349cINpVyjuPx8i4hLPgatCo+y6muhAcXrhvLz12NzXPW1zdwBpYLhXHsohOMu0JpG7uDQA1cWYcoAVxpKGZwsyTE5/46JsZfr5DhXmltaG2Ft92UQK3pJFM2bLlZcXexzvRxKXv75MCwYkx9uMZxU1rfCJNDXKGXVeQCQZtRiTGESrrmcW8Z+rGp0/v3L6f1hilHjjgni7RMAPHPDEFw3NAt6oQF2FrVNgRmKDW1mnG/23Q8riRxD3leef/55LFq0CIsXL8bAgQPx4osvIicnB6+88oqg+xdffBHLli3DiBEj0LdvX6xevRp9+/bFv//9b447hmGQnp7O+RdO/F6g/9Zbb+Gjjz5y/l62bBlMJhPGjh2LU6dOefiSIoZ7cTGyOlorri72+v0jM/pzfp9cPRv90z2fptc/3YDHrirGrMH8jPj976ZjpVu4jtPnbJ3eR5iNeu4Sn7smFeLE6tk4sXo21l1byHnnPgL81LWX4evfTEWflDjEsgykbx+byqn4R6XY5VFoPXfSGQC5STHY99hUrLtlKGI0KswbnuN87235pqNz6+iQs/nwvvF4dNYA/LBiOq9zBgC/mT0AB1fOwLiiZN4MQt9U/qyxTq3ATSNyOKOMv7/uMvxyOjd9/37HKABAvzQDyn8/CydXz8ZPT87E41fx88rckiwcWjUTy2YO6JZ5Ar777RSPcbb77dus9n1XeB7xF0KrFq+Ghucn4sCKaXjv7nGiJ2buXDYFJ1fPxo+rZuDgyunI6E4rRwdVqFOfEKvBnkevwH8fmdI922qHYRj8464x2MoK7zE3fb6+YDgOr5yKF0Zbume87Bh0apxYPdtrwy3E6ALXUkn77LE97Mn9XYc0XTUkw/l3psneaXbMKGpUSrx/zzgcXTsPR56YidN/WoArxo/GZZddxgnn+vGDObMyyXFaZ953ZDd3QzEzXoefnpyJ+660D9A8NJV1LRIBNCxDf+HYfLz1ixFQKhj8+17XAMYvp9u/idOqsPPXV+DQqhmcME6sno2DK6fj2FOzMCzX1Wm6Z4q0/HRgxXTEsTqsB1dOx2sLhgOw382YHq/DkCz+EvqXbr6cE3epbFk61if3D0zti+8em4brh2UjN9FuwCjUWqiUCqz/OX+rhjLOfpq4Qm8f0HGIZ754RnKY8Xr/lljOH5WLAyumY2huguD7Y0/NQuWaOXjm+sGIVbnyyonVs7F4Qh+MLEiErbMN5vqzUDDAYAG9m1iyVVVVoa2tDVkmPWdJ6rTidGSZ9Li2xN5ZVpm8d5aKM10DYI7lp3H6yDVkgsnNI3JwcvVsj26OPTULPz05k/f8s19OEhxwPP77Wbg825WevxhXgAMrpqNyzRxkJ/AN+W9+e6VfbYInTqyeDY37VLOIuzlDMjC6TxKO/34WjjwxE8d/P4vT5rL7AN5gD5CV/34W513lmjk49tQs3DXJ88DWuKJkKBUMTq6ejQl9k53P47QqnFw9G8d/PwsnVs/GnkevhFalxLpbhnLCSmAZ7zmJMfjusWn47RzPfcObRuTghXklOLRqBj5iDSq7G6E5iXq8/PNhnGfH3eLpzqprBnF+C61i+enJmbicNYCTlxSDZ2+M3DNMmpub0dTU5PzX2Sls/HZ1dWHfvn2YPn065/n06dOxe/duSWHZbDY0Nzdzbo8AgJaWFuTl5SE7OxtXXXUV9u/f719kZMJvQ3H16tXO08r27NmDP/3pT3jmmWeQnJyMhx56SDYBowlPS9eEZgLcca88pRxF71rCJrAeXhHYPkkFw99jpFQwUCoYdHWIz0g6wnR0YNlGnOCyU0DCCax2P9gde1/uTnS4tRH+ISq6bkPHk3+OzrS7OoWWnDgMF97yPXeHLDFUSgUUCkZUP2wZHEjZ28j+RsreA39yi7c9glqV0qNulQr7pd5xWhUMOrXTP5uHexQBu87E7q/yFJ5CAaiVCsE9iUoFw8ljkmH5pRRZNic0IswunwmmeMRo1dBrXPpyXJ/hQKflDnQI7XlxNxR1aiUnX7G/ISACy0y5hqfdb9cPpYLhpblSwcCgU/PyqFSUCu5cPaec6+LQt/gyJOYN4H3nb/3mz3eONHHoz2bu5Dx3oEkrdB64wj54hRBbSDZIM4znuoGdRgxjj4e5oQaW7tNNGQDmS9UA+Nf8uOBG5MiRI2htbhQ8lEzl2Fbg48EzWq0WycnJfp9G3NNx1Iue0KgUgm2G2DYNdXc74x4OAMEVL3q1UvYDWBx9CCnuHKiVCug1SqiVCu6+ch+yFFsnQnW8RqWQfGiWQsFALdBfU3e3SWwde2pPfO3DsPuIQunlLr67jO64+yHUR3BfMaRkpKVfuCguLkZ8fLzz39NPPy3orq6uDlarFWlpaZznaWlpqKkRvxOXzXPPPYfW1lbcdNNNzmcDBgzAxo0b8cEHH2DTpk3Q6XQYN24cjh8/7n+kAsTvobYzZ86gqMg+UrR161bceOONuPPOOzFu3DhMnjxZLvmiikAOgAACuzRe7MuA9m8J+NrV1YWKigp0sjbmOvYSeZPF07tgX6LtND4IEagMpStJytJTRzLydC9z3SpFFqkNn8tTPzrQAXYkxL53nN4Z6jvyAr2GUGzfo1jjOnToUHR1dUnaw6BSig8kOIJyHxV2j47U9GJ7497HD8qeYA9+KhQKj6fkBjuHeKzTPB2sxbAGmAiBQhfrXDppbW+GMgj3L/oCITaY6+2znEeOHEFJSQl3u7kP+7LrzgnPlppS0qBJUfllnOfl5UFvMEFlKIel2be9U9GMJ1X7kgrhPqlbCBmuiRX32we3/nTX/L2CwoG3vfm+iuQujfC+eKHBWB8DCiGHDx9GVlaW87dW6/nKJPf4EYF7kYXYtGkTVq5ciffffx+pqa4tEKNHj8bo0aOdv8eNG4dhw4bhpZdewrp166RGQ1b8nlGMi4tDfb39NLNPPvkEU6dOBWDfcNne7tsJlBQ7njq0UqoHfyoe16EZwh8HUp6F5Dl48CBaWlo4FQX/hELuN+y4sxsex8mnUhCOnu/XAAh94YvexQ4tcXva/V+3DqTb70DbOymVNXvwwdt1FIB/+SXQNkNMp65TTwMMwEek6MkdtoicZdgiRiMbhUIhfaO7h46Gw39v20vZYhDi/tv1scj5VEHDUxiEBLeD6A0i8jfguRF2zs4CACFglK4ZYktjrUzSuYXpQ2pZmi86/7Zau0+lYA8QsP31ctqoe6h6vR4lJSUwJiYHNBBoiIsDow7fQRA9EU95wBeD3dMhbOEijNUAB38GPgIfhOSUyMA8E0Dq0QSROIDgwGAwwGg0Ov+JGYrJyclQKpW82cPz58/zZhndeffdd7Fo0SL84x//cNpOYigUCowYMSKsM4p+G4rTpk3D4sWLsXjxYhw7dgxz5swBABw6dAj5+flyyRdVBFp2glL4PI12e/3UQ2PjZyXF9lLoombx8ALDoVtC+GaA3Hp3GjZejMpQdHzZM4pSGgF/VBGo/sQ+d+gn5I1SgOkidgS6PytaeX57mFF04D4qzJvYdssT7LLMMYhY/vBnzbzL6iue6hvil/keXFRG+/5Tttya1AJR98TSBVun9ANp/MWXtLG2NvCe2Tjpbu/oqOLToE7OgcqQBFVcElSGZN537gFnZ2dDqQx86SLDAAoN31D0pGuKOL4MvEWiQcAZzJK5UvAltv5oxocz4gRhp4dQOvq8gMjtt9QZTzmufgs3Go0GpaWl2L59O+f59u3bMXas+B72TZs2YeHChfj73//utJs8QQjBgQMHkJGR4dVtsPC76/Hyyy9jzJgxuHDhAjZv3uyc3dm3bx9uueUW2QSMJryNiHvDn6WnzuPEJcqkjE0UdCcoj9vHjsvB2e/UifzDX3hGpMhdeikpKTAmJgseeS8FXxoJ1ywV/50vjaGnTre7f7yZMjd3gXZ9pUjNvdNOip9+5MEADSD+nZj2/1u97FH0LQzpbr2pSXDJD6cBFw6Ms3fRzzgxhHsEJXcfoR1f7lEkILwZRiF494IGYTTbk07sM4reZ1NDieN+WkfQmuRcMAoRQ55hYL5U7dzXGMk0VJ90/s0wDLJzC6DUG8AwCihjE6CMS4Ay1oTkZK6x6J4CRqPR6UcgiJUnUV33EgLaNuLhW9FdpwLFi2FCv/TfG5EyYBQOI5ozCOlhNZO/SJ9RDCiYiOHhhx/G66+/jjfffBNHjhzBQw89hNOnT2PJkiUAgOXLl2PBggVO95s2bcKCBQvw3HPPYfTo0aipqUFNTQ0aGxudblatWoVt27bh5MmTOHDgABYtWoQDBw44/QwHfq/nMJlM+NOf/sR7vmrVqoAEimYC2WMI+LGfjIXYpzxjRRsDtNiXHHtbi+3+jj1FzzAMlDEmwZFej42U21K8WKMJijrvDb5cs7U2gcu+ffFb0nLPbjdsp0K6Dng0VIowvo4whmFGkWcoul3zIIcRwDBMUKdwxRYEsUUPtH4AALXaw/I/h4HtZY+iJ9iDF9ylpyGYUfTwjiC8S0/FKCwshK3qgv0AGzGDRqkKaVebHZbNZnOerCsVq5sxqxSYCmcYBnl5eairq2M9c71XsK5LCjTbO/xVxacFbbluVNHDZxSDaSl6HSRk/+2HagIfHGYE/3b89lUmd2kkzyhG2OCBv8ybNw/19fV44okncO7cOQwePBhlZWXOKwLPnTuH06y7ZF999VVYLBbcc889uOeee5zPb7/9dmzcuBEA0NDQgDvvvBM1NTWIj4/H0KFD8eWXX2LkyJEhjRubgE4AaWhowBtvvIEjR46AYRgMHDgQixYtQnw8/zhsinc8zyh6L4B+HbYoYJRw3ru/sbFuRyU2gBE30twb+NpaVyPNMIDSIHF2kt2BCFPD44iL0F4n30Ryr5wFXDhnFIPbuZY2o+j6O1iL9wLtCPJmq5yzv/LtUfTFi0APHODmce8zjd6Ij493jlga48Xvz3QZ2NL9JkRcN5zDbLzMjgcboSXjoUQsviaTCdmMFgxzzPP3IVSYo945duwYmpubMWSI+FH2qhgj0OS6l7C2tpZXP+pjxK8uys/PR2VlpT3cbi0pY0xQGV2zjXINJCn1BhBzB6xtjVDFe95DRBHHl9RQML4bH5JkCMBPf+sBOeLBPejJ9+8DXXrKHWgXeB+Y96LyufvbW2YUAeDuu+/G3XffLfjOYfw5+OKLL7z698ILL+CFF16QQTL58HvR17fffovCwkK88MILuHjxIurq6vDCCy+gsLAQ3333nZwyRg8yzXr5FKSXT3jvfVgnyDAMbFYrui5UwtLEPXEuPt4ERsQvXpicpadubqVLI9ml8NeuGUV3fFp6KmLUCD3jqV5yKP7JIoTvS0/9kEOmtHGXwWUoBq45X/zwx04Ua8DZf7NPPfVFZ0VFRTAajd1L/TytALD/3xdDl8DTjG1ol3p689Pj0lO5hXEPmyMH9523vEWslpAfCHL8+HE0N9sNwIsXL4q6c1++efbsWUkdcYcboQPJ2EYiEHjasNsMlTEF2vSisJ8WGwoCqVcZRvoqIwdC6R6sbCvX6oBwTnj6VQcGOgjJKgxCWzYCrZeF+kcAP2/0hj2K0YTfhuJDDz2Ea665BpWVldiyZQvee+89VFRU4KqrrsKDDz4oo4jRQ7CuCZBCMCotBQO0Nl0EsVpgbWtAQkKC811eQYG4LB5O9/T/3jO/PuN9LxTlwPYo+u9fwCtPJbjxNU/5o+eA04Z39QJ3ZkyW0Usf/Ag0XRQcg5D1PABF9e3bF3l5eR514Xjlfo+ix1AJ9x5F8T2Kwe8YeFyRgcBH44OFtBXgoe1YNTU1Of8+e/asT9+y88DAgQN9KjvqhEzes0CXXNNOqbz4OjAaDO0Hsj4g0BUfnvAWV+G1ItIJuG3xNjHgo3+8Mf0o26MYLQQ0o/jrX/8aKpVr9apKpcKyZcvw7bffyiJctOFeeHyt0AK5xFTsS55ho2Zf4C0sn6W5DtaWS2AYBuyzMy5dugQAyMjI8NjYhKpd90W97D2K7vi2R9F99ov/sdg9iu6/A79TybvgvqaFXxeRy75H0Y4zreTYo+iDW79mFDl7R4TxfhCBd8T2c7L9DGyPIuvvEC899agT4iUe4ZxZiLD9Oh0tTbxnluY6dNaUw9bldvWVgFJ5S/MF4sd2M2jQIABAnDEeCm0Mzy218/wjsMNsGNF8KTqjKHKHXjDSL5BBH0+z+56QEg1fxPKn3Qv4egyB+p7z3keR3MURm1Hkh0MLdU/Cb0PRaDRyNmk6OHPmDAyG4CzrqKysxKJFi1BQUAC9Xo/CwkKsWLECXV1dQQkv1AR8j2IgwzQSl5mwl4sSqxXu2MydsLY2wNJSj67ODthsfDcNDQ2SZjbkJODlS93RDnSPYmCzeOIzrf4gRRZ2hR6skVi59yg6D2WxybdH0aelp/7co8jynh0WW/+BDAQJ+c2TwbG82qdTT8HJSOwswj3Mxi2soPQTPNWfAgU3TLjnD7+NfgGjyic5iA2dNeWwNNdznl+q5V9877gGw3yxivu8Q+i6Dlf8xO5UZtclOp0Ol19+OdKycgTdRuSBKJTwEoihGBnVQFgOs1GItDNyIaZb95DojGLPwu/DbObNm4dFixZh7dq1GDt2LBiGwa5du/DII48E7XqMn376CTabDa+++iqKiorw448/4o477kBrayvWrl0blDBDCd8oY3fSvX/vz6mn3vz1ZLxa2xqg0KRz/bOanX//dOQw2psbed+1t7dD63FGUf5aRK4j1m2EfyNbsPYoejVIZdzYLoZCxAiQk6DNKDoNRRlmFH1Zehpwusi/9NTlt/d37jOKnuAfZkM47xzw98MEo4yLvyPeZhTDiK8DNg6IJbABUsvFagCAtfUSVAbXXkFvM5yEENTX10Or1XbX9+IDWHq9Hkwj31h0TwuVSgWFyJ512qkMPZ5ULlYPhbJ8SZ25EiJSblQNy4yiSNvi+B1otSw1XejgT8/Cb0Nx7dq1YBgGCxYscN6Pp1arsXTpUqxZs0Y2AdnMnDkTM2fOdP7u06cPjh49ildeeaV3GIpuv32dwQlKg+rBT5vgaDIXq9XCexYfH++xIQpVFeJLg+GQSfCuKB/CFDt4hfNMpBLl24khWHrKCU+Kn/7I4fs3nv1zGfVAWFcVCiKY5uy/RZaYyjGj6NFQ7P6/zadTT4mkAa1Q9As8rjwlnjsxkbb80x0h6YhA3eoLNnMHzz8pxqfjsDr2vbgcfx0rvhUKxMTEgIHwrCIPsVUtEZ42vRE5y2swBoUCMhTDaCeK1e1SCXgVkYfwCQIva5LThRbpHoXfhqJGo8Ef//hHPP300zhx4gQIISgqKkJMTGDLYXylsbERiYni1yx0dnais9N1r5PjJDeLxQKz2Sz2WViwufXQmjpcDbFFYJkn/3uuGynxI4TAbDYLGqVmsxk2L+ESYuMsR2WfgmezWEFYcXJ0LHJzc3H6onjnwWw2c5bRsg0idpzMZjPaJfaVrALpzV5i501Xjkq1y2rDpGe/4PpttcBsFl/FbbXanP6bLdxwhIy91k67rGYzK/0tFljd0sJisQaUh6V965LPYvUeHrHZeG78lVHqd1aLBWa48pkjL7d22fVlE5DJV7QqBdq6/WPrXchfKyvPC703C3SwLaxOv4L1HTsPsMtSZ5cZUPm+c8C9PBMQVt60v6tq4JZNRx0hhL1ecuURtq7Z34gZFQ4CTR9vec5iteBCE/+yeoe7tg7fZud8ldfKKjvnWXKYzWbB/MCGUapgFVjC74+MnuQ2150GITaQnHSP6eV45+7G8buirhUAoNDHw2w28+otwN5Z59XHVuH2ixDpIxeR1qaHE0/l1oHYe7OZ39443RPhdrO9S9i9tz6Er5jNZkkGk1jcLra6yrp7n8sTNg/1uuO3zcvdQkfONbHytfT+hwN/2ny2eyurzLrHnRDCG9j3FpZ7Hrlu/W7B8BWcAU/+tqVIKLfe2qhoxmdDsa2tDY888gi2bt0Ks9mMqVOnYt26dd1Hr4eWEydO4KWXXsJzzz0n6ubpp5/GqlWreM8/++yzsMjMh5UE548DsBtaM7Jt2HaWtR+w+hByYpU40yo+FHP28D6Of2VlZcLhsBjIVKGsrAr5Zq6bgSYbysrKcPA845QJAEwaAvaVxbbONih1ca7frFnGr77ajapzCji2wu7atQvp6emoqalBUxc3vPmFVrx7UgGTBvj44485o13X5zD4W7lSIE7AyWZpneXPd+7G2Xhu83LmjEs2d38dXJagwMFLCpTGXMQB8O+MjFMT7Pr8U8E7LFN1SpzvYKA5fxhlZYcBAI1u8S6vaYT78Nq5xg6UlZV1j8zb3e7btQNVbdxv637ai7ITHiItgRSdEo1dQJdNOF8VK2tREafAqRZAfeEoysqOCrhyyRRTdwRlZUdwTS6DD04rcV2+VVS3bBy6cnBzH+Hvik0KHG7gKnv7tv9w8ktlnRJsndYe/x5ltd97lcETU9MY/LPCnv61R/Zie7fet2/fznNbWek5X9n7Ei6dzcy24puvv4GjnNU2dzq/O1DPKn+1Pzm/277tP36tIGizcMOemtrmDGvzfq7eHAyKaebFIz9OidMt9nppdiaDTSfsMmZ3nkJZ2SkAgL3faA9LOA+I1VXi7sQoKyvDtDQGbzcrMS7N5vQvRqVEm4VB/dFv0dHBj58j/f7+xfeQumVfpyQoKyvDhDQFdtZK++bQjz+irO4gAECvUKKzW46ysjJYbYBRrUSTma97BgSq+DRUHf8RDj0o1FrYui+1z4sjONXC/67AYJdxaJIC++vtMk7OsOulwKBERTODublWvH/aVac5DLKE9rPYtYt70unUTAafVtvd7tq1y/m8xWKXiVEoWc/tz4jFno9PNLmeOZiT1clLc3Zbk6Ynzvc/VHHbIHcyYwiq2xhckWnzkI/s4Zck2nDgot9HMwSVIiNBeZN8Uy2Z7SdRVnYSRUYFypvscU7RERQaCb46z62fCg1KnGh2hb3j88+htQEKKGFjlZmysjJkE3t6FBoIR99dAuWrrKwMunYgwCu7eX5en8dgc6V4nnCXjU1bl0uWM2fOQGq5NzYcA6BCVozdb51SiQ6rqxwDQCKrjb4h38qT8fTFdqdbR5+ryOgp39rJjVXidCuDxKZylJWV895fl8/gPQF9JGm5erDagDi1Eu0WILnlBDhtQXILao/shXu9PCZVgT3d+WVmtg3/YfVLzae/x5wcBh+dEU+LsrIylOgYfNddhsfFN6Hi4DfOcIYk2gTb0VBTV1fn3VGUwhAf1zc+8sgjWL9+PebPnw+dTodNmzZh8uTJ+Oc//+m3ECtXrhQ05tjs3bsXw4cPd/6urq7GpEmTMGnSJLz++uui37nPKFZVVaG4uBgVFRXIysryW2a56Pv4J86/jz85HZfaunDyQitK8xI47w48dgW0KgWWbfkR//6hxvn8kwfGQaVkoFMpEadVYciTnwEAFo3Lw6Mz+wuG8/Itl8OoUyM9Xov8JNdlyO/sPYvHP7AbNB/cPQYDMwx4b381lm350f5+8Qj0Tzeg+N7XAACjCxJw0/AsDC8txZmL7RhXmIT8u15x+rd16Whs+F8l3u+Wd+vS0Rg2bBgAoLnDjGG/3wEA+L//NxyjChJR39oFvVqBGA2/UTlU3YTcxBgYdK53ZrMZN730GX68JFzR69UKtJvtnZ9/3TUKl2fHc94/+t6P2PxdtVP3QlisNpxv7kSmSc/RoYPvfjsFBp1a8Fuz1YamDguSYl0nxTa0mTHi6R3O30snFuCBK4vw3ekG/PyNvQCA6cWpePmWEgD22UUbAQw6FQ5WNeL6P38NAPjLbUMxuV+KYLhSMZvN+PA/2zFu4iSs3nYCHx2s4bxfe8NgzC3JRKfZiottZmTE6wT9cc/DgH108lxjBzLidZKWHrV1WVBR14aC5BhU1LVhUKbwxfA2G0F9axdWf3wUH3bL6552z2w7hr/squTJFCjHz7cgMUaNpDgtzGYztm/fjmnTpkGt5qb/qg+P4P++PuMx7JZO++hla6cFaUYdvq64iFvftJ8WPWtQGtbdfDkA4OMfa3D/uz84/WruMEPBMIjV+t/xutjahQNnG9E3NRY5Ca4VIAs37sP/TrgONhmeZ8KT1xSjMCWWl4adZiuaOixIMWgB2Ac3VArG+dtBU7sZKiUjWKYd+WbmoDS81B1fIf74WTn+9MVJwXeJsWrseHiC0//apg6kGrROeTvNVrSbbTDFqDH+mf+itpk7q3j4d1Owfft27GjLxtbva3j+u7N3+RTo1Aro1EoQQtDvd64OzpGVU3HsfAuS47RQKhj8WNWIxX/bDwBYefVAzB9pP6xl4tovca7RvuzTkT+aOywY9vvPeeHtXjYJBMDZ44dw7StfAQBUhmRYmuugUGlx5ZgSfHm8nvfdD49fCb1GCZuNoP8Ku4yb7xqFIdnxsFhtaGg34/SxQ2ho64LFRmDI7gdlfQVaOi0wxWh4/gHAiQstyDLpoFPbdW2xWPDLTd/gVIsCKmMKyp+9AQcOHHDKqdDoUfnyL7C38pKzbtv1yETYCATrEnZb8+lD45GXaM+be07WY8GGfQAAjUqBHQ9PQEqcBue70zLNqOOluzutnRb8WN2EEXkJ2Ha41lmm5OCrRyfjiud3OlccsLltdC5+Na0I89/4Fj9W80+TZXP8yek4XtuCnEQ9LnviM977jQtL0Sc5Fqfq25CXFIOJa78U9euNBcMwsa99ILzLYk/vqkvtGJIdD6WCwaHqJgxINziXs3dabPjXd1VY+e8jAICdj0xEulGHC82duPP/9jtld+TXyvpWZMTroWWtarjyhZ3OlUJbl45GQXKMs1yO/cMXuNDi357azXeNwg2vfs3REwDB9rgoJRZv/WI44vVqjmxsrn55D36qsa8s+1lpFv65r0rQnTvHn5yO+pZOGPVqqJUKEEKw60Q9RuYncsI639wJi9WGTJMel9q60NRhwdQXdnH8cVDX0omEGI3XbQUWqw2N7WYkxWlF3fxY1YS+qbE4UtOM5g4LijONMGhV0LjpobnDjC4rQVKsBpfautDWZUV7lxVFqfYBf6H2/Mi5ZqiVDApTYtFutrsHwyApVgNCCIb+/nO0dgrPHDv8OHvJnjeyE/QA7G3GyfNNuHTsW8yYzm9HQ01VVRUKCgpw5swZZGdnh1WWSMPn3saWLVvwxhtv4OabbwYA3HrrrRg3bhysViuUSvFRBU/ce++9Tv/EyM/Pd/5dXV2NKVOmYMyYMXjttdc8fqfVaqHVugqX434olUoV9ozJJjFWDbVajdR4NVLjY3nvNRo19BoVUgx6zvN+GSbn3x1mV0HVacTjp9eqMaF/Gu95WrzLb0339yqVK00T4vRIiHO5SY7Tol+6CX27/7mjUqnAKBSc3w6Z1Kw6JSMhFmq1Gukm8fQoyeNfzAzw1+znJsbg9MU2AEBxZjz2nbJfyaFR8/XBPjxBTFdqNZCnE6+cEw3iS63VaiDG7VuN2t2NCjqtBmP7prrcqJROeUwsudQq19/JBr0s+VerBFLj+YYAAKSb7OmiVqsRFyNsJLrDlikvRbjDKUS8Wo2SWHvecvxfjEytBrFall7c9KBVc6s1ucp5cVYC75lDP2wYCfkqoft5QvdkvFLpkplddtnXD6nVaiTKEJc0kxozTPw6Ruk2La7XqDBQIM4OWeJYWT83WViuJAnyKpUKj2mkUYs3UyPzkxDPyi/ZSVx/1Go1HOsdhEZEHeEqFNJmFVLihcu7UaeCXqfF5bmu8p5uigVgNxSVSleZZpc0xzOxdM1MtEtfw8oH6M4rNkunqNwajRrqbmPWFZaqO78Cep0W1SoVko12v0r7p2PfvirotOJltj+rrXHgjAsh0Gq10Olc9YTKmNodnkv27CTxE9HZbY1G5SpX7HpPq1Igq1sn2UkuWd3T3R2TWo3x/ez5xBAjXp/7Q7rJPuBytLaZ964wJQ7xsXrEx3gvB2q1GsXZwuUNAEpyE2GK0SA32YDGds9L9dLiY1z6UwOxeq1TbwC/PVWrgbwk13tNd72WmajmGBoOP4Xae3bOdvc/2aDz21C8LCcRGqUCXd3LOj3VFWnxOk48hWAfpCJ2gJIQarUa6QncsK8YmMFzl5XocmPvz/H9cZCRIK0+d5RZTwzNt+t8RB/PbTW7rkmN9xy+Q9Yhua7tXRoN4N5FLc4wYm/lJY9+FKRyw8pNViMjXoey48LtaKhht7UULj5r5syZM5gwYYLz98iRI6FSqVBdXY2cHOHjrb2RnJwseRloVVUVpkyZgtLSUmzYsEFyA99b8HSAidTN0eIHTrBPxGJ4fvp7lgaj0gBWMwoLCwXDCmRzufu3YvqJlFO23NslIZ2KHmbDSQt54xMpR4ZLJVJOrhMi0OsxOH/LII9kGdx/R0iZkQtPqRJoVH3RVaA5l728P9gplJ+fj8rKSq/uHAfjXH755dCmc5etSpVRtAzIXB6C0RZ481KWE4u93IEnQwBCf0omEupkX9uxSJC5N0APnOrd+GwoWq1WaDTcUUeVShWSjaDV1dWYPHkycnNzsXbtWly4cMH5Lj093cOXPR9HQfRUEUptjPw1Ctw7Q+7btt3vsxw2bBgyqnXQ1FQCAEwmk/Md10AKTmUdiVWXexr524GQ3VDsYQ1mJBu2gcrGvUcxQGECkiN8YQeDSMkzAcvB8sAXA9VTZ07sLuKkpCSPhqJDElWc+IFygSJ2r6j//gXsBQ/xwT3G4/tIItBrLzzl64BjL+sprPL5RemG6rRX47OhSAjBwoULOcs5Ozo6sGTJEsTGuuajt2zZIo+ELD755BOUl5ejvLyct4Y4WJeBhwpvIzKuu/XE4xmo8SB0RD9bLvcG1nFoqNlsRk1NDc6fP+/6XqUBwzAernqQaUZRojsh3YQjx7jrUHBGUYI/cjd2gtd+RHDlH8ml3R/Z2KoOl4Hmnt4RMwvv4Z0vC0p6ehsRKO7JmZKS4hxsvXSJv2zM0Z4nJSWhvp6/D5Ljt0p8yarUbCTWBrLLgxxZMigzimLPGUeY8gYSjJLJkdGPAIJavGT0m538UV4lyEZktBSUYOGzoXj77bfznt16662yCOONhQsXYuHChSEJK9RIXjbq4V2gjZHQEh/uEiC3AAiQlZWFiooK57UjTrcKz/tVOZW1H7JKIdA7i4IB7x5FX2YEghifntZg9jR5vSG07DvU8Ge7wyKGT/iiq0jJMv7M3jtW8ShjTWAUStg67VdQBJJE7Dx39uxZ3vt+/foBAPLy8pCYmIjjx4/z/ZAWkkR5xP5ml43ACcqqTRFPHY/lNk6DMUMZqIyeBmJC1f5KaRfoMkn5iZT+FSU4+GwobtiwIRhyRD1Sy5nH5R1Sl55KcCPkFb/jSFBVJXxiGKPxfCBJqEf1ImZ2hPH82+O3nNldeeMTyAXG4SCSl8oGvPSUM0sWunzbI/co+iBiMPO4L6ryR4yBAwdCbToMRhsLYuHfBykFX5PTsf+fYRjOaiE2/rYl3r8RXskiR54Mh5Elx6BLsIsjd6DY9xU/kVsjc/FnkLonDJqFE2p8926i6ySYCMZb4+VceipDdSw28scVgb+3wr0x9HRXrTI2waMMnIYogDhJbcSE1BsO20jKHkXR0WnWc/n3KAqEJ2sI0USgh9kwgs9DTU9If19k9LyHKrJjq1KpoNDFcfOGQun3QFMgpKXxT8yWA7GZQ7lnFIOzR9HzC1kMXJG/5SLQw3J6ylijP7rrEYNmYYSqp3dDDcUIwVs5c1TithBVxq49ivxn6iT76baeT2CVZvjKjVhnKFLqMSl7FMWQ4wRaMXpKI+8kguUN/DAb19/hzLeRMgvvCZ9OG42QTC6vFP6nkS/6YOuZfSiZnAi1NYD8dZ0iCJai+F787jAjvygFLGMkrEqRNOjsR73WE9KPQgkW1FCMFCRWRHLUxWJecEYUHf8XmOlQqLVQ6o0BdXjYndBgtS/cEVK+gsOxfNFdDiHDVnRwOqjHo4e/kfeFSJbWn/zMnS0IT6/EPW9Gys1DnvK6TzOKAUvSs5GrzvD1vjOpwYotfZT7FODgzMaJPO9+4e1CdUlhBHmlAduAltv7QOWVs61miyJ5RVLEDDVHJj1gTJESABHSFaB4nVF0OpBj6al3IZzHeoucemptb5J0H6OoGynySMDTp+zGRY6GWg7cxRCqYKXcoyj3UhjBmerIUJkgkTI7JESg9yhGyqmnkbLcyvO+7ND7I/i9D27DlXV5Z5H5OaMIAEaj0e9vRd2JDIQJbYkIhGDka29eyh1mMAyXQH0MVrb2pT6VdJgNK6KS/Y6MqjBioYZ074YaihGC16Wa3f8PVSdDaEbRfSmaaEdD4f2MJL8qawE8Goqsl5FSjfFmbXw59dTP76QQyYaXEJEsbaCq5M4chC7nuofUI5ae+uDW09K40MY00Nzr28yStb0ZXXWnYe7k3pXoq6FoMBgQGxsLrVaLvLw8yd9KD4P1N+u53DOKwRiIESsrjg60HGUp2Hk00IFIj6eeRkwL7B89W/rg0wOaCkoA+HzqKSW8BLM/L7RHhBF5D4h3d1Tx3g87kDLr6A9so5PdMYzUTq/gjKIEt3LHJpINLyF6mF0rAZHZlFBK4D6jGMKw/cW3PYpBFCRMSIm9pbEWAHDmVAXM9adBCEF+fj46Ojp8CstxXQZgv64jPz8fwG5ZZOS5E5lRlCNPBmVGUTQs+//lPvU0OM2Z8NJTqcUmWOVLbn/9UV2k9h8olFBADcUehjxr9f3zw72BdR9BjImJgSYlH4wyMrIVW7pIref9bYDkn1GU1bugE8niBiqb3DMoUnEf9Y+Q1doe8WnJZ4TkGrnKGrFZfXLf2dEO0n3NRWVlpUe3cXFxXv1LTExEXFoeNLEaj+4CzcM9Yo+iiKeOxz3B0Ah8H2H4kXZdC2c5kyR6QPKFlUjZpkAJDpHRo6dI2KNodyHLYTYS9hYKLRVx7zi6+6NWq/0yEgPao+jhW87SUyEFR0DL5ltnPHgGRCScWOcLkbxU1q/DbCJwj2KoOrdmi4d7diBfXg9mfHya2Qw0MOLSFyG+GYtCmEwmNDQ0OH8XFxdDq9VK+lahUkvYNiFxjyJn5tD1g10eapv8u0NSLBy5CMUp38FevhmoQX6xtUv0XSTZEXRGUX6odno3dI9ihFDTxF8GtHh8gfNvR0GcdVm6R3/SjToAwGVZJlE3xZnCBxGwC7tSaf+V2u0fAMRq7UbghL7JAIApA1I531ut/E7LlAEpAACtSjyrZSXoRd95ozSZ2+06c7Hd+Xec1mW0xuv5J/VdU5IJABhXlCQtrLwEf0T0CFu/yXH2kfnpg4SX7iayRu7jY3w7edAb11xu10V+UgwSYzVgGKAo1fusApuCZOFLuYPBVUMyAACjChJ57wZkGJx/Z8TreO+DzbRie/oleplpYcMue/WsDlf/dAPfcZCYOZhbtxyqbgpJuN7CGVOYLPrO4sN9QQ9O7QsASDXYjaDpxa5yNttLvSqGoy68dVSu4HtH/rs8O975zOHW8a2DMX249dCcyzKEA2WNRFg7PS8fZQ+oJMYKG3/uB9Po9XooZDzyNlti/c6uC9l1t9ykGuSvE24dLbxnc1h3mzF7sHBaxqv9Xd3j+X2myfc21VEuAECnVrpeyDAod/3QLADAoEwjbizN9uqe3fdRKxUeRWAfVDe3u033xLXdsvRLi8NssTLmxoIx8uzJndQvRRZ/gsllWfHeHblx+mKb4POrL/eeHpTIh84oRgj5STG8Z8tnD0RLpwVXDkxzHl09pX8q/nxrKQ6cacAiVmXqYPPdY1FxoRVjC7mdjv89egXW7yjHTcNzkJck3KFn18X67oZiWK4Jm+4YjaQ4jbPxeOmWoXg/uQWD3CoU9qhqcpy90ZnQNwWbl45BvkCYXz4yBW1mi08dandGpRLMnlSKBRv2AbAbyg6jW610ycNp+LqZ1C8F7945Gv3SpHXGX7utFO/sPYNntx31W14A2LlsCvacrEeaUYfxRa7O4qcPT8Lx8y0YLmKQJsZq8OF946FgGBh18hqKN5ZmIzcxBgMyjGhqN6Opwyy5Q/X1b67Elu+qcOto4c5yMJhenI6/3zEKA9L5gx6zB2fgmRus2HOyHk9eOzhkMjmYMSgN/1wyBkUpvhnaDtjGb3ZCDD66fzxMMf6XEanMuSwDD7xzwPl78oDQdGqGeRmAKc1LwJa7x0LJMJj78v847wZnST998xfjCjAoMx5Dc034/kwjZ8BsXCF/sGjp5ELMH5WLlz4rx+jCRAzL5cv52m3Dsf/MJYzM5w9YAMC/lo7FuYZ2DMk2OZ/df2VfjC5MwtAcrn8vzx+G8vMtaDdb0dhu5hiybIbnJWDPpWoAgM1q8Rrvv9xWii6rDXE68ea+T58+OHnyJIqLi736543DT8zAX76swG3dneuEWA22PTjR2aaIMTTH3tYkxmqg17jcapSev/OVdLfBo19O64d5I3Mw8vefiX7zryVjcOOf9zh///TkTJSfb0FCd9t11WUZSInTIilOg06zDSkGLc43dzjblisHpuLZG4egvrULRp0aaUYtWju6YD31HS4kDMKk/lL29Qs//9X0fvjZ8BxsO1SD371/CIBvg1QOMk16bL1nHGI1SsH2MhAWjMnHgAwjBmUaoVUpMTTXhN++96Pz/Te/uRIjV9v1P+eyDDw6awByk2JQmpcgemL5F7+cgI+278DNV03D67tPY0C6AVcP8W6Y/HxkLopS41CcaYSBNSAxqiARSycXYuGGvbxvHp7Wj/fMF3b8ajI+O1KLBWPyA/InFGxeOhav7zrpHDyWQqeZO0mw//FpOFrbjEEikxKUngU1FCMEtZI/gqtUMFhzwxDOM4ZhMHNwOm/030GWSY8sgdHELJMev7/uMo8ysEefHVUzwzAY49aJMsVoMJjV8XGg0bBmvPSurFWaJ9yJyhUwjn1FwXBH4jUeZi7dYRgGo/pIm00EgKQ4Le6ZUhSwoZiTGIOcRH7cTTEajBDpcDoY7MdonxTYuhCaffVEmlGHpZMLgyGWKAoFg7EiM00KBYObRuTgphE5IZXJAcMwXtNR6BsHWhW3kzYoMzhp7o778qoYdWiaB41A3efOsNwEVDe08577siRMrVRgXPfAjKNOM5vNou61KgWyE2LwhxuHiLrRa5Si+RAQro9VSoXgN4mxGowUmCF3Z2xREvYcsP/NeFnISghBhpfZJYZhkJCQgNLSUq9hSyFGo8ID3bO3DqTMjAu1NaHgviv7enUz3K0869RKTl2sUPBlZxukDMPgZ8O59ZHZbEbZaeAXY/P8uJvSle/HFCYhzajjDTz4Q0mOKWA/hFAoGIxmtbXzR+VxDEX2bLJCwUClVHCMKqFinmXSIzsWMOrV+PXMAX7L4mDeiBxM7p/Ke56fFAOVhDrKEwXJsVg8oU9AfoQKjUqBuycX+fSN+9LrhFiNoI4pPRO69JTihN3l8KUD1rdvXyQkJCA727WkJBLW9NMN1pSeSLRlW6nxFapTor2Mt9TXCD53DPpJ2csrtGUgkojyJPZKsLdrR8Ju8FBsSY/gbe8USlihhmKEEBFtIfvwFx9yhtFoRJ8+faBSuWYgIsFQpFB6CuzSEq6yE64iKzVYoRVotJbhY2msxY8HD8JqtUoyFJubm0MgFUVOenPzGmlRi/bBKAqFGooUJ+zj4wPtrEZC3RoBIlAokgj+HWlSZIjsEhPp8oUHvk6s7c0wW8yoq6vrFTOKFD7RVhJCMdknVr1E8gnbkQKtmns31FCkOLGxTqn3Vu5zc3M5/3cnXJ06trEbrovLKZRAiJTZ+FDdOyg1vkLOIkRV4cND/BUKBa+Tq9PxD6hqbW2VWypKLyJa7KRoiSeF4iv0MJtIIQJ6PL7sUUxJSUFiYiKUIifS9YTLuimUSEHs3rhoIJA9isEk2PfWyQEDgNisYBT8erihoQEGA/cQmZycHMTFxaGlpQXHjx8HABQU8E/PjiQioGmMOKJtdj2csaX2IyXaoYYixQnn1FMJNbOYkQhEzqwIhdLTiJROYKQZSnSPojCWpgtQm+ynYLPr8KYm1/2UCoUCAwcOdM4oGo1GFBYWwmKxICHB/9My6SxM+ImGJIiGOPZkaD3Qu6GGYoQQCR0ef089FSJcsyK0wqL0RKJ5mbTUqibUBnSolt76irsebB0tzr+tzXWcd52dnQDshqL7slOTyRQcAWUmUgZOIolQaiRSy4HcREcsKRTfoXsUKU7YRlaghl6kNe60EaD0FKJvNl5afAVnFKNOV56xtjVyfpeXlwMALBZLOMShBAma7SmRBD3wp3dDDcUIITIqfvbS055/6mn0zc1QegOKKKuVA5lRjIx6Jnw4ok87atFLb0v6aC/TPZFelgUpbvTYLklnZydKSkrAMAwOHDgQbnECJhIqRzlnFCPhLjj2372tMaX0LrhLTyOgMgghgdyjGEx6Qjo4qzVi8+SsRxP5qRB6QjmTTttOijdoHund9FhDcdmyZcjMzAy3GL0KG6uwB9oQ0T2KFIp/RMKgUSgJ5NTTKFOVOG4VH51hpPQmwpmfaVHyTrTsY41WeqSh+PHHH+OTTz7B2rVrwy2KbETC6LWchT3S9g7RiowSyXCvx4isshNspNZ9gmqJMl2544y924xib+rcRnkSe6W3DQqEKzq9TY+hhKqud9PjTj2tra3FHXfcga1btyImJsar+87OTufJbwDQ3NwMwL6532w2B01OXyGEhF0ei8Xq/DtQWRgEPz4O/9nhtHSwDm1g1V5mswWKICzPCneaBYKQ/ijSkFt3Vqsr39ps1ohIE2uI5CDEJikcq5Vffm3WwGT0lI6hir+v2KyuetrWXcdZ25ugMiQ7n3eZLVC7DQPLHRez2QyzjeH8DgZms8Xtt/zx8NWNHDL4WodYzGaYwS8DFqu9L8M+sEhOHRFOOyrNX1/DZ7u32TzXB+56k68OFi7vkdA3i3TcjWxf80kk6Jce+CVOjzIUCSFYuHAhlixZguHDh6OystLrN08//TRWrVrFe/7ZZ58hOTlZ4ItQY0+CpqYmlJWVhVWSymaXPP7KkqRVor6TgamrPmTx2b59OxxyN7Z3wTHO3lRXA8ek+Sfb/gOlbCPTrmIT7jSTA7v+KP4gl+4udgKOfPXDvq/ReFQWb/3Albe7qo+hrCyYgtjDIvWVKCur8OravjSe22T9+OOPKKs7GLAk7DrEwfFjx1DWHraEEMAuX0vVcecTbet5AErYOtsAg8vl3m++gopV32m1WtTU1MguUWVL8OtCdtmQLxwh/7jpr2YIzITBgHhbt5vgxFW4DuF3zf6zbZub8W93s2v316g7TNDA0pOc8jU1KeFoUz35O9CkwJEGBQoMRFL4DJQgHH/tsldXV6Os7CzH7ZAEBQ5cVCArhu934HVwd737ww/Q13wPd93na1p7RTsfTDI0ClxgLVD0VV+R0Aepq6vz7ihKiQhDceXKlYLGHJu9e/di9+7daGpqwvLlyyX7vXz5cjz88MPO31VVVSguLsaVV16JrKwsv2WWiwf2fAIAiI83YvbsMWGVhRCCjH7VyE7QY2R+ol9+9C1twa4T9fhZaRbitMHNXmazGdu3b8e0adOAPTsAAAadGk3ds4pD+vfB4pkJ0CgVGFuYJFu4g0a34b5N32PN9YNQnGGUzd9Qw9afWq0Otzg9imDozlR4Du1mK24clhW2pdtpgy7hfyfqkWXS4/qhmUGVo9/wFuw/04gbhmZCIXFT80NffcL5PXjwYMwemeO3DEJ1iIO+/fph9pRCv/2Wm4KhzfipphlXFsahpM9BHKpuwpT+KZhS24y2TiuGlwzG9WvKsWB0DiYP5bZtJSUlUMh8nK7ZbObobPbs2bL67+DMpTbgu10AgIl9kzB7dmnAfsYWXcDiv+3HR/eOQb80u4WdV9KE8gut+NW/7AMPr95WitOX2nHVZemI16udbTUgT1w91SHssBzMnDEDWrWS52bkyJEYX2Rv39IGnEecToVRBf6130L8uWIP0GpfieUp3uOmmPHhwRrMGpSGxFiNV39HTOjEI5t/xKJxeZjQN9kZn6ysTMyePYTjdsIVFvz7h3OYUZyKpDgtAPnqYEe4lw0ZgtnDspA1pBFVl9oxLM+Ez3+6gOtKMqHXKL34Et0MG9+BX/7zIL6pvIQP7xmD/ukG7x8hsvogVVVVYQ0/kokIQ/Hee+/FzTff7NFNfn4+nnrqKXz11VfQarWcd8OHD8f8+fPx1ltv8b7TarUc901NTQAAlUoV9ozJhmGYiJBn3sj8gL4vzk5AcXaCPMJIhK03dsdWoVRg2iD5DzwqSovHxw9OlN3fcKFWqyMi7/VE5NTddaW5svgTCKOLUjG6KDUkYQ3MSsDArMDqCpVKKYv+hfxQKuTxWy6G5CZiSG4impubkZtsQG6yvTNWkms3ElJjgQ/vGy/4rXubGQyCpSuV0uVvcaZJlnCmDspE5Rpu21CSl4SSvCSnoZhs1OOK4gzB7+WMq9Q6RKVWQ63mGyzsMjBziPyD3+w21ZOcyWo1Fo7rI9nfzEQ13r5jNO+5QqHghZOoVuN2Eb/lqoOVSrsehxckY3iB/dnt46QZPNFOTpIa/1gy1u/vI6EPolJFhDkUkUSEZpKTkyUtA123bh2eeuop5+/q6mrMmDED7777LkaNGhVMEYMO3a8vD/TgAwqF0psR69DU19cLPi8uLg6mOCGFHkrGJxIOwusNUC1SKMJEhKEoldxc7oh7XFwcAKCwsBDZ2dnhEEk+aC0lP7RPQaH0aoLZSY7UQSe9Xo/c3Fw0Nzfj0qVLzudW1iE37u57DVFcp4crP0aLyqMlnhSKr/TI6zEoFAqFQglm5zmSj3xPSUlBQUFBuMUIORGcJBQKhdIr6dGGYn5+PgghKCkpCbcoAUOXj8gDI/qDQqH0NqK5iIsdNKRUKjFgwADExcVhwIABIZZKfuhyU89E6sw3hRINrF+/HgUFBdDpdCgtLcXOnTtF3W7ZsgXTpk1DSkoKjEYjxowZg23btvHcbd68GcXFxdBqtSguLsZ7770XzCh4pUcbihSKO+E6LZJCoVAiAavVitjYWPTv3x+xsbHhFidg2DO79FL00BNqnYetBadZi+Ij7777Lh588EH89re/xf79+zFhwgTMmjULp0+fFnT/5ZdfYtq0aSgrK8O+ffswZcoUXH311di/f7/TzZ49ezBv3jzcdttt+P7773Hbbbfhpptuwtdffx2qaPGghiKFQqFQeiTRPi4kdLBNuE8PDCbUTqRQKJHC888/j0WLFmHx4sUYOHAgXnzxReTk5OCVV14RdP/iiy9i2bJlGDFiBPr27YvVq1ejb9+++Pe//81xM23aNCxfvhwDBgzA8uXLceWVV+LFF18MUaz4UEMxQoj2Dg+FQqH4SjQeZsPGYrGEW4SgQ0T+ptjpAdnUJ2gaU8JJc3MzmpqanP86OzsF3XV1dWHfvn2YPn065/n06dOxe/duSWHZbDY0NzcjMdF17+mePXt4fs6YMUOyn8GgR516SqF4g9No0haHQqH4CZ29ijxomlB6ClarFWazOdxiRDRmsxkqlQodHR2ipzbLiUajgULheX7M/TqhFStWYOXKlTx3dXV1sFqtSEtL4zxPS0tDTU2NJHmee+45tLa24qabbnI+q6mpCcjPYEANxQiht40KUigUCiX09OZ92qE82KbHGKW9N7l7JIQQ1NTUoKGhIdyiRDyEEKSnp+PMmTMhqbcUCgUKCgqg0WhE3Rw+fBhZWVnO31qt1qOf7nITQiTFZdOmTVi5ciXef/99pKamyuJnsKCGYoTQmxv3UMJRI1UphdK7oWU8qugxxhslanEYiampqYiJiaF9Ow/YbDa0tLQgLi7O60yfHGFVV1fj3LlzyM3NFU0Xg8EAo9Ho1b/k5GQolUreTN/58+d5M4LuvPvuu1i0aBH++c9/YurUqZx36enpfvkZTKihSKFQKJQeSTC7YLR/FxnQk07DS7SoX47ZaqvV6jQSk5KSZJCqd2Oz2dDV1QWdThd0QxGw3z9bXV0Ni8US8KFfGo0GpaWl2L59O6677jrn8+3bt2Pu3Lmi323atAn/7//9P2zatAlz5szhvR8zZgy2b9+Ohx56yPnsk08+wdixYwOSNxCooRgh0D6JXFBNUiiU6KU3z2DYosVqEUDs4KbedgdzT46NY09iTExMmCWhCOFYcmq1WmU5Hfrhhx/GbbfdhuHDh2PMmDF47bXXcPr0aSxZsgQAsHz5clRVVeGvf/0rALuRuGDBAvzxj3/E6NGjnTOHer0e8fHxAIAHHngAEydOxB/+8AfMnTsX77//Pj799FPs2rUrYHn9hZ56SqFQKJQeSW82iih2OKeeRq+dSOlB0HopMpE7XebNm4cXX3wRTzzxBEpKSvDll1+irKwMeXl5AIBz585x7lR89dVXYbFYcM899yAjI8P574EHHnC6GTt2LN555x1s2LABQ4YMwcaNG/Huu+9i1KhRssruC3RGMULomxYXbhF6BZdlGbHj6AUAQHYCHdWjUHoz6UadbH6lGbWobXIdhZ5p0svmdyjpbZ3UOK2rm5KXFLo63ajvGfdRJsQGV86BGQYcrW0OahiRQKpBvrqEEj3cfffduPvuuwXfbdy4kfP7iy++kOTnjTfeiBtvvDFAyeSDGophZvNdo/DSB3uwbHrfcIvSo/nkoYl455szuHtKIX4614xd5XW4ZUROuMWiUCgy8ubC4dhdXo9BWUZUXGjFuCL59gH9464x2Li7Ev3TDDh9sQ3XDc3y/lGUs2qYBSu+U+GJuYOCFkaaUYfpxWn49tQlLBiTH7RwHDx/0+Wob+lCQXIs5/mnD0/C1Of/i7U/uzzoMnz3+DQMe3K7Rzd/vLkE5xo7MCDd+8EbgbDqmsFIitP22vLw2m2lOFTdhMn9U8ItSq+ksrISBQUF2L9/P0pKSkTdTZ48GSUlJWG9WJ4iDDUUw8yQ7Hhcl2+DQdczRi8jlX5pBvzuavv9N+P7ajG+b3KYJaJQKHJzxYA0XDEgOKe/5SXFYsXVwTN4QkVHR0fIwjJpgeNPTpdlv48nXlswPKj+s7l+WLbg86LUOFSu4R8+EQwSYzWoXDMHlXWtmLz2C0E3c0tCY7jFx6jx+FXF3h32UKYPSsf0QenhFiPsLFy4EG+99RYAQKVSIScnB9dffz1WrVqF2NhYL1+Lk5OTg3PnziE52d4n++KLLzBlyhRcunSJc7roli1bgl6PUPyDGooUCoVCoVAoEUwo75CkRCczZ87Ehg0bYDabsXPnTixevBitra145ZVX/PZTqVQiPd27IZ6YmOh3GJTgQg+zoVAoFAqFQqGEnd62x7YnodVqkZ6ejpycHPz85z/H/PnzsXXrVnR2duL+++9HamoqdDodxo8fj7179zq/u3TpEubPn4+UlBTo9Xr07dsXGzZsAGBfesowDA4cOIDKykpMmTIFAJCQkAClUunc3zd58mQ8+OCDHD8XLFiAhIQExMTEYNasWTh+/Ljz/caNG2EymbBt2zYMHDgQcXFxmDlzJs6dOxcCTUUXdEaRQqFQKBQKhRJ2etu9mYQQtJutYQlbr1YGZHjr9XqYzWYsW7YMmzdvxltvvYW8vDw888wzmDFjBsrLy5GYmIjHH38chw8fxscff4zk5GSUl5ejvb2d519OTg42b96MG264AUePHkVcXJzzShF3Fi5ciOPHj+ODDz6A0WjEr3/9a8yePRuHDx92LlFta2vD2rVr8be//Q0KhQK33norfvWrX+Htt9/2O84UPtRQpFAoFAqlBzJgwAAcPXq013WuKXxoEvdM2s1WFP9uW1jCPvzEDMRo/Ovmf/PNN/j73/+OKVOm4JVXXsHGjRsxa9YsAMBf/vIXbN++HW+88QYeeeQRnD59GkOHDsXw4fa9xPn5+YJ+KpVK5xLT1NRUGI1GNDU18dw5DMT//e9/zovm3377beTk5GDr1q342c9+BsB+b+Wf//xnFBYWAgDuvfdePPHEE37FlyIOXXpKoVAoFEoPJDY2FsOGDQvosAlK5EJXYVJCyYcffoi4uDjodDqMGTMGEydOxH333Qez2Yxx48Y53anVaowcORJHjhwBACxduhTvvPMOSkpKsGzZMuzevTsgOY4cOQKVSsW5OzApKQn9+/d3hgkAMTExTiMRADIyMnD+/PmAwqbwoTOKFAqFQqH0YDQaDVpbW8MtBiWIUKOxZ6JXK3H4iRlhC9sXHLOHarUamZmZUKvV+P777wHw944SQpzPZs2ahVOnTuGjjz7Cp59+iiuvvBL33HMP1q5d65fcYisk2GEC4J2SyjAMXV0RBOiMIoVCoVAoPRh252jw4MFhlIRCobBhGAYxGlVY/vm6PzE2NhZFRUXIy8tzGmFFRUXQaDTYtWuX053ZbMa3336LgQMHOp+lpKRg4cKF+L//+z+8+OKLeO211wTD0Gg0AACrVXzfZnFxMSwWC77++mvns/r6ehw7dowTJiU00BlFCoVCoVB6MA0NDc6/tVpt+AShBA06UUIJB7GxsVi6dCkeeeQRJCYmIjc3F8888wza2tqwaNEiAMDvfvc7lJaWYtCgQejs7MSHH34oatDl5eWBYRh8+OGHmDlzJsxmM+c+RQDo27cv5s6dizvuuAOvvvoqDAYDHn30UWRlZWHu3LlBjzOFC51RpFAoFAqFQokwGETfelN6PUbksWbNGtxwww247bbbMGzYMJSXl2Pbtm1ISEgAYJ8lXL58OYYMGYKJEydCqVTinXfeEfQrKysLq1atwqOPPoqMjAwsW7ZM0N2GDRtQWlqKq666CmPGjAEhBGVlZbzlppTgQ2cUKRQKhULpwej1esHj6CkUCkUKGzduFH2n0+mwbt06rFu3TvD9Y489hscee0zwXX5+Pm/f4OOPP47HH38cNpvNeerpF198wXGTkJCAv/71r6IyLVy4EAsXLuQ8u/baa+kexSDQI2cUP/roI4waNQp6vR7Jycm4/vrrwy0ShUKhUChhwWAwhFsECoVCofRCetyM4ubNm3HHHXdg9erVuOKKK0AIwcGDB8MtFoVCoVAoFIps0FWYFAol3PQoQ9FiseCBBx7As88+69xECwD9+/cPo1QUCoVCoYQPeoANhUKhUIJBjzIUv/vuO1RVVUGhUGDo0KGoqalBSUkJ1q5di0GDBgl+09nZic7OTufv5uZmAHaj02w2h0RuTzhkiARZehpUd4FB9ec/VHe9g96SjoQQWCwWAKGLS2/RXbiQpD/iukLAYjbDDFuwxQo78TqlpDwVifnPbDaDEAKbzQabrfenVaA49hM6dBZsbDYbCCEwm81QKrl3TDrqTwofhvSgnZ/vvPMObrnlFuTm5uL5559Hfn4+nnvuOXzyySc4duwYEhMTed+sXLkSq1at4j1//fXXkZycHAqxKRQKhUIJGoQQ1NbWQq/XIz4+PtziUGRkc4UCagVwTV7vNjz21zHYW8fg1iIbYnrUFIYLlUqF9PR05OTkOO8LpEQOXV1dOHPmDGpqaniGYV1dHRYvXowzZ84gOzs7TBJGJhFhKIoZc2z27t2LY8eOYf78+Xj11Vdx5513ArDPGGZnZ+Opp57CXXfdxfvOfUaxqqoKxcXFqKioQFZWlrwR8QOz2Yzt27dj2rRp9NhfH6G6CwyqP/+huusd0HT0H6q7wKD6C4xI1F9nZydOnz6N3NxcxMTEhFuciIcQgubmZhgMhpBci9Le3o5Tp04hNzeXt1y/qqoKBQUF1FAUICLGbe69917cfPPNHt3k5+c7l40WFxc7n2u1WvTp0wenT58W/E6r1XIyhOMoXpVKFTGVCwCo1eqIkqcnQXUXGFR//kN11zug6eg/VHeBQfUXGJGkP6VSCaVSiZqaGqSkpECj0dB7IT1gs9nQ1dWFzs5OKBTBvYSBEIL6+nooFAro9Xre0lOVKiLMoYgkIjSTnJwsaRloaWkptFotjh49ivHjxwOwjypVVlYiLy8v2GJSKBQKhUKhUCg8FAoFCgoKcO7cOVRXV4dbnIiHEIL29nbo9fqQGNQMwyA7O5tnJFI8ExGGolSMRiOWLFmCFStWICcnB3l5eXj22WcBAD/72c/CLB2FQqFQKBQKJVrRaDTIzc2FxWKB1Wr1/kEUYzab8eWXX2LixIkhmRVWq9XUSPSDHmUoAsCzzz4LlUqF2267De3t7Rg1ahQ+//xzJCQkhFs0CoVCoVAoFEoUwzBMRC2JjVSUSiUsFgt0Oh3VVQTT4wxFtVqNtWvXYu3ateEWhUKhUCgUCoVCoVB6JcHdPUqhUCgUCoVCoVAolB4HNRQpFAqFQqFQKBQKhcKhxy09DRSbzX5p7blz58IsiR2LxYK6ujpUVVXR43l9hOouMKj+/IfqrndA09F/qO4Cg+ovMKj+ej6RlIYOm8BhI1BcRF3pqq2tBQCMHDkyzJJQKBQKhUKhUCiUSKC2tha5ubnhFiOiYAghJNxChBKLxYL9+/cjLS0t6Bd8SqG5uRnFxcU4fPgwDAZDuMXpUVDdBQbVn/9Q3fUOaDr6D9VdYFD9BQbVX88nktLQZrOhtrYWQ4cODfvsZqQRdYZipNHU1IT4+Hg0NjbCaDSGW5weBdVdYFD9+Q/VXe+ApqP/UN0FBtVfYFD99XxoGvYMwj+lRqFQKBQKhUKhUCiUiIIaihQKhUKhUCgUCoVC4UANxTCj1WqxYsUKaLXacIvS46C6CwyqP/+huusd0HT0H6q7wKD6Cwyqv54PTcOeAd2jSKFQKBQKhUKhUCgUDnRGkUKhUCgUCoVCoVAoHKihSKFQKBQKhUKhUCgUDtRQpFAoFAqFQqFQKBQKB2ooUigUCoVCoVAoFAqFQ1QYik8//TRGjBgBg8GA1NRUXHvttTh69CjHDSEEK1euRGZmJvR6PSZPnoxDhw4531+8eBH33Xcf+vfvj5iYGOTm5uL+++9HY2OjYJidnZ0oKSkBwzA4cOCAVxkPHjyISZMmQa/XIysrC0888QTY5wwtXLgQDMPw/g0aNMir3+vXr0dBQQF0Oh1KS0uxc+dOzvstW7ZgxowZSE5OFpSX6s+z/lpaWnDvvfciOzsber0eAwcOxCuvvBL1uvvyyy9x9dVXIzMzEwzDYOvWrTw3Qn6PHj3a+T6a9ect7mazGb/+9a9x2WWXITY2FpmZmViwYAGqq6u9yhxqekM6AsDbb7+Nyy+/HDExMcjIyMAvfvEL1NfXe/U7kDqY6s7/+heIbv0FWgdHs+5o/Rt56fjyyy9j4MCB0Ov16N+/P/76179Kin+gfeCoh0QBM2bMIBs2bCA//vgjOXDgAJkzZw7Jzc0lLS0tTjdr1qwhBoOBbN68mRw8eJDMmzePZGRkkKamJkIIIQcPHiTXX389+eCDD0h5eTn57LPPSN++fckNN9wgGOb9999PZs2aRQCQ/fv3e5SvsbGRpKWlkZtvvpkcPHiQbN68mRgMBrJ27Vqnm4aGBnLu3DnnvzNnzpDExESyYsUKj36/8847RK1Wk7/85S/k8OHD5IEHHiCxsbHk1KlTTjd//etfyapVq8hf/vIXQXmp/jzrb/HixaSwsJDs2LGDVFRUkFdffZUolUqydevWqNZdWVkZ+e1vf0s2b95MAJD33nuP5+b2228nM2fO5PhfX1/vfB/N+vMW94aGBjJ16lTy7rvvkp9++ons2bOHjBo1ipSWlnr0Nxz0hnTcuXMnUSgU5I9//CM5efIk2blzJxk0aBC59tprPfodaB1Mded//Rvt+gu0Do5m3dH6N7LScf369cRgMJB33nmHnDhxgmzatInExcWRDz74wKPfcvSBo52oMBTdOX/+PAFA/vvf/xJCCLHZbCQ9PZ2sWbPG6aajo4PEx8eTP//5z6L+/OMf/yAajYaYzWbO87KyMjJgwABy6NAhSZlu/fr1JD4+nnR0dDifPf300yQzM5PYbDbBb9577z3CMAyprKz06PfIkSPJkiVLOM8GDBhAHn30UZ7biooKSfJS/XH1N2jQIPLEE09w3AwbNow89thjPP+iSXdsPHVS5s6dK9mfaNUfIfy4C/HNN98QAJxGMBLpien47LPPkj59+nC+W7duHcnOzvbot9x1MNWd//UvIdGlPzZy1MHRqjtCaP0rRCjTccyYMeRXv/oV57sHHniAjBs3zqPfwegDRxtRsfTUHcdUeWJiIgCgoqICNTU1mD59utONVqvFpEmTsHv3bo/+GI1GqFQq57Pa2lrccccd+Nvf/oaYmBhJ8uzZsweTJk3iXDo6Y8YMVFdXo7KyUvCbN954A1OnTkVeXp6ov11dXdi3bx8nXgAwffp0j/HyBtUfV3/jx4/HBx98gKqqKhBCsGPHDhw7dgwzZswQjDPQ+3XnC1988QVSU1PRr18/3HHHHTh//ryo22jWn3vcxdwwDAOTyeST36GmJ6bj2LFjcfbsWZSVlYEQgtraWvzrX//CnDlzRP0NRh1Mded//euIN9D79ecLUuvgaNYdrX+F/QlVOnZ2dkKn03G+0+v1+Oabb2A2mwX9DVYfONqIOkOREIKHH34Y48ePx+DBgwEANTU1AIC0tDSO27S0NOc7d+rr6/Hkk0/irrvu4vi9cOFCLFmyBMOHD5csU01NjWDYbNnYnDt3Dh9//DEWL17s0d+6ujpYrVaf4uUNqj9+vNatW4fi4mJkZ2dDo9Fg5syZWL9+PcaPH8/5Lpp0J5VZs2bh7bffxueff47nnnsOe/fuxRVXXIHOzk6e22jWn1Dc3eno6MCjjz6Kn//85zAajT75H0p6ajqOHTsWb7/9NubNmweNRoP09HSYTCa89NJLov7KXQdT3flf/zriGC36k4rUOjiadUfrXz6hTscZM2bg9ddfx759+0AIwbfffos333wTZrMZdXV1gv4Gow8cjUSdoXjvvffihx9+wKZNm3jvGIbh/CaE8J4BQFNTE+bMmYPi4mKsWLHC+fyll15CU1MTli9fLhr+oEGDEBcXh7i4OMyaNctj2ELPAWDjxo0wmUy49tprnc927tzp9DcuLg5vv/22z/GSAtUfP17r1q3DV199hQ8++AD79u3Dc889h7vvvhuffvop57to1J035s2bhzlz5mDw4MG4+uqr8fHHH+PYsWP46KOPeG6jWX+e4g7YD1a4+eabYbPZsH79etE4RAI9NR0PHz6M+++/H7/73e+wb98+/Oc//0FFRQWWLFkCIDR1MNWd//UvEJ3684bUOjiadUfrXy7hSMfHH38cs2bNwujRo6FWqzF37lwsXLgQAKBUKkPWB45GVN6d9B7uu+8+fPDBB/jyyy+RnZ3tfJ6eng7APnKRkZHhfH7+/HneSERzczNmzpyJuLg4vPfee1Cr1c53n3/+Ob766ivO9DkADB8+HPPnz8dbb72FsrIy5zS5Xq93hu8+uuFY+uEePiEEb775Jm677TZoNBpOGOyTmtLS0qDVaqFUKgX9dvdXClR//Hi1t7fjN7/5Dd577z3nUpYhQ4bgwIEDWLt2LaZOnRqVuvOXjIwM5OXl4fjx45zn0aw/sbg7MJvNuOmmm1BRUYHPP/88okeze3I6Pv300xg3bhweeeQRAPZyHhsbiwkTJuCpp54Keh1MdcePl9T6Nxr15y9CdXA0647Wv5GRjnq9Hm+++SZeffVV1NbWIiMjA6+99hoMBgOSk5NhMBiC3geOWuTc8Bip2Gw2cs8995DMzExy7Ngxwffp6enkD3/4g/NZZ2cnbyNvY2MjGT16NJk0aRJpbW3l+XPq1Cly8OBB579t27YRAORf//oXOXPmjKh869evJyaTiXR2djqfrVmzRvBAjB07dhAA5ODBg5LiPnLkSLJ06VLOs4EDB/q0kZfqT1x/jY2NBAApKyvjuLnzzjvJtGnTolp3bCBykII7dXV1RKvVkrfeeosQEt15z1vcCSGkq6uLXHvttWTQoEHk/PnzkvwNB70hHa+//npy0003cb7bvXs3AUCqqqpE/Q60Dqa687/+degnWvXHxp86OJp1R+vfyEpHISZOnEhuueUWj3GXow8c7USFobh06VISHx9PvvjiC84R0G1tbU43a9asIfHx8WTLli3k4MGD5JZbbuEcDdzU1ERGjRpFLrvsMlJeXs7xx2KxCIYrNdM1NDSQtLQ0csstt5CDBw+SLVu2EKPRyDka2MGtt95KRo0aJTnujqOB33jjDXL48GHy4IMPktjYWM6Ji/X19WT//v3ko48+IgDIO++8Q/bv30/OnTtH9SdBf5MmTSKDBg0iO3bsICdPniQbNmwgOp2OrF+/Pqp119zcTPbv30/2799PAJDnn3+e7N+/33kiXHNzM/nlL39Jdu/eTSoqKsiOHTvImDFjSFZWljPu0aw/b3E3m83kmmuuIdnZ2eTAgQMcN+wGNxLoDem4YcMGolKpyPr168mJEyfIrl27yPDhw8nIkSM9+h1oHUx153/9S0h0571A6+Bo1h2tfyMrHY8ePUr+9re/kWPHjpGvv/6azJs3jyQmJpKKigqPfsvRB452osJQBCD4b8OGDU43NpuNrFixgqSnpxOtVksmTpzIGfl3zAYI/RPLqL6MTvzwww9kwoQJRKvVkvT0dLJy5UreSEpDQwPR6/Xktdde8yn+L7/8MsnLyyMajYYMGzaMd7zzhg0bBOPluOeN6s+z/s6dO0cWLlxIMjMziU6nI/379yfPPfccsdlsUa07Mblvv/12QgghbW1tZPr06SQlJYWo1WqSm5tLbr/9dnL69GmnH9GsP29xd8go9G/Hjh2SwwkFvSUd161bR4qLi4lerycZGRlk/vz55OzZs179DqQOprrzv/4lJLrzXqB1cDTrjta/kZWOhw8fJiUlJUSv1xOj0Ujmzp1LfvrpJ0nxD7QPHO0whHTvGKVQKBQKhUKhUCgUCgVReOophUKhUCgUCoVCoVA8Qw1FCoVCoVAoFAqFQqFwoIYihUKhUCgUCoVCoVA4UEORQqFQKBQKhUKhUCgcqKFIoVAoFAqFQqFQKBQO1FCkUCgUCoVCoVAoFAoHaihSKBQKhUKhUCgUCoUDNRQpFAqFQqFQKBQKhcKBGooUCoVCoVAoFAqFQuFADUUKhUKhUCgUCoVCoXCghiKFQqFQKBQKhUKhUDhQQ5FCoVAoFAqFQqFQKBz+P7S+M2KbZLQTAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1000x600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "stats.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8d9f3429-e82d-48d1-a51c-c88338ac372b",
   "metadata": {},
   "source": [
    "There is not much difference, as the last trade quantity is relatively small compared to the best bid and offer quantities.\n",
    "\n",
    "![CRVUSDT_depth](https://github.com/nkaz001/hftbacktest/blob/master/docs/images/CRVUSDT_depth.png)\n",
    "\n",
    "The following example demonstrates a variant of trade impulse using aggregated trade quantities."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "4f8e6402-ea71-4df2-8ed3-8418c0ee2309",
   "metadata": {},
   "outputs": [],
   "source": [
    "@njit\n",
    "def mm_strategy(hbt, recorder):\n",
    "    asset_no = 0\n",
    "    tick_size = hbt.depth(asset_no).tick_size\n",
    "    order_qty = 1\n",
    "    grid_num = 10\n",
    "    max_position = grid_num * order_qty\n",
    "    # Our half spread is just half a tick size,\n",
    "    # but it's considered a round-off error, so we use 0.49, which is slightly less than 0.5.\n",
    "    half_spread = tick_size * 0.49\n",
    "    grid_interval = tick_size\n",
    "    skew_adj = 1.0\n",
    "    trade_impulse_adj = 1.0\n",
    "\n",
    "    sum_bbo_qty = np.empty(50_000_000, float64)\n",
    "    i = 0\n",
    "        \n",
    "    # Running interval in nanoseconds.\n",
    "    while hbt.elapse(100_000_000) == 0:       \n",
    "        # Clears cancelled, filled or expired orders.        \n",
    "        hbt.clear_inactive_orders(asset_no)\n",
    "\n",
    "        depth = hbt.depth(asset_no)\n",
    "        position = hbt.position(asset_no)\n",
    "        orders = hbt.orders(asset_no)\n",
    "        last_trades = hbt.last_trades(asset_no)\n",
    "\n",
    "        best_bid = depth.best_bid\n",
    "        best_ask = depth.best_ask\n",
    "\n",
    "        best_bid_qty = depth.bid_depth[depth.best_bid_tick]\n",
    "        best_ask_qty = depth.ask_depth[depth.best_ask_tick]\n",
    "\n",
    "        # Market microstructure signals in https://blog.headlandstech.com/2017/08/\n",
    "        book_pressure = (best_bid * best_ask_qty + best_ask * best_bid_qty) / (best_bid_qty + best_ask_qty)\n",
    "        \n",
    "        # Computes the trading impulse\n",
    "        last_qty = 0\n",
    "        for last_trade in last_trades:\n",
    "            if last_trade.ev & BUY_EVENT == BUY_EVENT:\n",
    "                last_qty += last_trade.qty\n",
    "            else:\n",
    "                last_qty -= -last_trade.qty\n",
    "\n",
    "        hbt.clear_last_trades(asset_no)\n",
    "        \n",
    "        sum_bbo_qty[i] = best_bid_qty + best_ask_qty\n",
    "        i += 1\n",
    "\n",
    "        # Uses the last 1-minute average BBO quantity as the denominator.\n",
    "        trade_impulse = (tick_size / 2.0) * last_qty / np.mean(sum_bbo_qty[max(0, i - 600):i])\n",
    "        \n",
    "        fair_price = book_pressure + trade_impulse * trade_impulse_adj\n",
    "        \n",
    "        skew = half_spread / grid_num * skew_adj\n",
    "\n",
    "        normalized_position = position / order_qty\n",
    "\n",
    "        # The personalized price that considers skewing based on inventory risk is introduced, \n",
    "        # which is described in the well-known Stokov-Avalleneda market-making paper.\n",
    "        # https://math.nyu.edu/~avellane/HighFrequencyTrading.pdf\n",
    "        reservation_price = fair_price - skew * normalized_position\n",
    "\n",
    "        # Since our price is skewed, it may cross the spread. To ensure market making and avoid crossing the spread, \n",
    "        # limit the price to the best bid and best ask.\n",
    "        bid_price = np.minimum(reservation_price - half_spread, best_bid)\n",
    "        ask_price = np.maximum(reservation_price + half_spread, best_ask)\n",
    "\n",
    "        # Aligns the prices to the grid.\n",
    "        bid_price = np.floor(bid_price / grid_interval) * grid_interval\n",
    "        ask_price = np.ceil(ask_price / grid_interval) * grid_interval\n",
    "        \n",
    "        #--------------------------------------------------------\n",
    "        # Updates quotes.\n",
    "        \n",
    "        # Creates a new grid for buy orders.\n",
    "        new_bid_orders = Dict.empty(np.uint64, np.float64)\n",
    "        if position < max_position and np.isfinite(bid_price):\n",
    "            for i in range(grid_num):\n",
    "                bid_price_tick = round(bid_price / tick_size)\n",
    "                \n",
    "                # order price in tick is used as order id.\n",
    "                new_bid_orders[uint64(bid_price_tick)] = bid_price\n",
    "                \n",
    "                bid_price -= grid_interval\n",
    "\n",
    "        # Creates a new grid for sell orders.\n",
    "        new_ask_orders = Dict.empty(np.uint64, np.float64)\n",
    "        if position > -max_position and np.isfinite(ask_price):\n",
    "            for i in range(grid_num):\n",
    "                ask_price_tick = round(ask_price / tick_size)\n",
    "                \n",
    "                # order price in tick is used as order id.\n",
    "                new_ask_orders[uint64(ask_price_tick)] = ask_price\n",
    "\n",
    "                ask_price += grid_interval\n",
    "                \n",
    "        order_values = orders.values();\n",
    "        while order_values.has_next():\n",
    "            order = order_values.get()\n",
    "            # Cancels if a working order is not in the new grid.\n",
    "            if order.cancellable:\n",
    "                if (\n",
    "                    (order.side == BUY and order.order_id not in new_bid_orders)\n",
    "                    or (order.side == SELL and order.order_id not in new_ask_orders)\n",
    "                ):\n",
    "                    hbt.cancel(asset_no, order.order_id, False)\n",
    "                    \n",
    "        for order_id, order_price in new_bid_orders.items():\n",
    "            # Posts a new buy order if there is no working order at the price on the new grid.\n",
    "            if order_id not in orders:\n",
    "                hbt.submit_buy_order(asset_no, order_id, order_price, order_qty, GTX, LIMIT, False)\n",
    "                \n",
    "        for order_id, order_price in new_ask_orders.items():\n",
    "            # Posts a new sell order if there is no working order at the price on the new grid.\n",
    "            if order_id not in orders:\n",
    "                hbt.submit_sell_order(asset_no, order_id, order_price, order_qty, GTX, LIMIT, False)\n",
    "        \n",
    "        # Records the current state for stat calculation.\n",
    "        recorder.record(hbt)\n",
    "    return True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "3c3f57d6-5d76-40aa-84e8-b2abc544036b",
   "metadata": {},
   "outputs": [],
   "source": [
    "hbt = ROIVectorMarketDepthBacktest([asset])\n",
    "\n",
    "recorder = Recorder(1, 100_000_000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "127da1a5-a1ef-4239-83b6-e62f1f201bfe",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 8min 13s, sys: 7.99 s, total: 8min 21s\n",
      "Wall time: 6min 48s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "mm_strategy(hbt, recorder.recorder)\n",
    "\n",
    "_ = hbt.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "1031d893-2870-4ebf-bbcd-b357e15791ab",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (1, 11)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>start</th><th>end</th><th>SR</th><th>Sortino</th><th>Return</th><th>MaxDrawdown</th><th>DailyNumberOfTrades</th><th>DailyTradingValue</th><th>ReturnOverMDD</th><th>ReturnOverTrade</th><th>MaxPositionValue</th></tr><tr><td>datetime[μs]</td><td>datetime[μs]</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>2024-07-01 00:00:00</td><td>2024-08-31 23:59:50</td><td>13.831429</td><td>20.083391</td><td>2.503742</td><td>0.114379</td><td>113.35505</td><td>32.174754</td><td>21.889804</td><td>0.001255</td><td>2.828</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (1, 11)\n",
       "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n",
       "│ start     ┆ end       ┆ SR        ┆ Sortino   ┆ … ┆ DailyTrad ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n",
       "│ ---       ┆ ---       ┆ ---       ┆ ---       ┆   ┆ ingValue  ┆ rMDD      ┆ rTrade    ┆ ionValue │\n",
       "│ datetime[ ┆ datetime[ ┆ f64       ┆ f64       ┆   ┆ ---       ┆ ---       ┆ ---       ┆ ---      │\n",
       "│ μs]       ┆ μs]       ┆           ┆           ┆   ┆ f64       ┆ f64       ┆ f64       ┆ f64      │\n",
       "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n",
       "│ 2024-07-0 ┆ 2024-08-3 ┆ 13.831429 ┆ 20.083391 ┆ … ┆ 32.174754 ┆ 21.889804 ┆ 0.001255  ┆ 2.828    │\n",
       "│ 1         ┆ 1         ┆           ┆           ┆   ┆           ┆           ┆           ┆          │\n",
       "│ 00:00:00  ┆ 23:59:50  ┆           ┆           ┆   ┆           ┆           ┆           ┆          │\n",
       "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stats = LinearAssetRecord(recorder.get(0)).stats()\n",
    "stats.summary()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "1cd4627c-b069-43ed-a844-5cea8613f0a7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "stats.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c15cf0c8-c6ce-4b18-bfdb-994a9802b0e3",
   "metadata": {},
   "source": [
    "You can also adjust `trade_impulse_adj` to modify the impact of the trade impulse. Alternatively, you can explore other ways to compute the trade impulse, such as `(best_bid * best_ask_qty + best_ask * best_bid_qty + last_px * last_qty) / (best_bid_qty + best_ask_qty + last_qty)`, VWAP, etc."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "21001a6c-8f10-45bb-9287-faf49fca8146",
   "metadata": {},
   "source": [
    "## Pure Queue-Based Model\n",
    "\n",
    "One possible reason for this strategy's profitability is the limited price movement due to the large tick size. For instance, CRVUSDT has a tick size of 38 basis points (0.001 / 0.26 * 10,000), which is comparatively very larger than BTCUSDT, where the tick size is approximately 0.018 basis points (0.1 / 54,000 * 10,000).\n",
    "\n",
    "This also highlights the importance of queue position modeling in fill simulations for assets with large tick sizes.\n",
    "\n",
    "In the CRVUSDT charts shown above, observing the trading activities, you can see that most trades occur at the best bid and ask prices, with little change in the overall price level.\n",
    "\n",
    "This suggests an opportunity to adjust the microstructure signal into a purely queue-based signal. For example, if there is sufficient quantity to maintain the price level, preventing it from moving adversely, we can choose to maintain our quote. Let’s explore how this can be implemented in a simplified form."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "15533bfe-04b1-4f78-b20f-2c43ff56b595",
   "metadata": {},
   "outputs": [],
   "source": [
    "@njit\n",
    "def mm_strategy(hbt, recorder):\n",
    "    asset_no = 0\n",
    "    tick_size = hbt.depth(asset_no).tick_size\n",
    "    order_qty = 1\n",
    "    grid_num = 10\n",
    "    max_position = grid_num * order_qty\n",
    "    # Our half spread is just half a tick size,\n",
    "    # but it's considered a round-off error, so we use 0.49, which is slightly less than 0.5.\n",
    "    half_spread = tick_size * 0.49\n",
    "    grid_interval = tick_size\n",
    "    skew_adj = 1.0\n",
    "    qty_threshold = 250_000\n",
    "        \n",
    "    # Running interval in nanoseconds.\n",
    "    while hbt.elapse(100_000_000) == 0:       \n",
    "        # Clears cancelled, filled or expired orders.        \n",
    "        hbt.clear_inactive_orders(asset_no)\n",
    "\n",
    "        depth = hbt.depth(asset_no)\n",
    "        position = hbt.position(asset_no)\n",
    "        orders = hbt.orders(asset_no)\n",
    "        last_trades = hbt.last_trades(asset_no)\n",
    "\n",
    "        best_bid = depth.best_bid\n",
    "        best_ask = depth.best_ask\n",
    "\n",
    "        best_bid_qty = depth.bid_depth[depth.best_bid_tick]\n",
    "        best_ask_qty = depth.ask_depth[depth.best_ask_tick]\n",
    "        \n",
    "        skew = half_spread / grid_num * skew_adj\n",
    "\n",
    "        normalized_position = position / order_qty\n",
    "\n",
    "        skew_val = skew * normalized_position\n",
    "        if best_bid_qty < qty_threshold and skew_val > 0:\n",
    "            bid_price = best_bid - tick_size\n",
    "        else:\n",
    "            bid_price = best_bid\n",
    "            \n",
    "        if best_ask_qty < qty_threshold and skew_val < 0:\n",
    "            ask_price = best_ask + tick_size\n",
    "        else:\n",
    "            ask_price = best_ask\n",
    "        \n",
    "        # Aligns the prices to the grid.\n",
    "        bid_price = np.floor(bid_price / grid_interval) * grid_interval\n",
    "        ask_price = np.ceil(ask_price / grid_interval) * grid_interval\n",
    "        \n",
    "        #--------------------------------------------------------\n",
    "        # Updates quotes.\n",
    "        \n",
    "        # Creates a new grid for buy orders.\n",
    "        new_bid_orders = Dict.empty(np.uint64, np.float64)\n",
    "        if position < max_position and np.isfinite(bid_price):\n",
    "            for i in range(grid_num):\n",
    "                bid_price_tick = round(bid_price / tick_size)\n",
    "                \n",
    "                # order price in tick is used as order id.\n",
    "                new_bid_orders[uint64(bid_price_tick)] = bid_price\n",
    "                \n",
    "                bid_price -= grid_interval\n",
    "\n",
    "        # Creates a new grid for sell orders.\n",
    "        new_ask_orders = Dict.empty(np.uint64, np.float64)\n",
    "        if position > -max_position and np.isfinite(ask_price):\n",
    "            for i in range(grid_num):\n",
    "                ask_price_tick = round(ask_price / tick_size)\n",
    "                \n",
    "                # order price in tick is used as order id.\n",
    "                new_ask_orders[uint64(ask_price_tick)] = ask_price\n",
    "\n",
    "                ask_price += grid_interval\n",
    "                \n",
    "        order_values = orders.values();\n",
    "        while order_values.has_next():\n",
    "            order = order_values.get()\n",
    "            # Cancels if a working order is not in the new grid.\n",
    "            if order.cancellable:\n",
    "                if (\n",
    "                    (order.side == BUY and order.order_id not in new_bid_orders)\n",
    "                    or (order.side == SELL and order.order_id not in new_ask_orders)\n",
    "                ):\n",
    "                    hbt.cancel(asset_no, order.order_id, False)\n",
    "                    \n",
    "        for order_id, order_price in new_bid_orders.items():\n",
    "            # Posts a new buy order if there is no working order at the price on the new grid.\n",
    "            if order_id not in orders:\n",
    "                hbt.submit_buy_order(asset_no, order_id, order_price, order_qty, GTX, LIMIT, False)\n",
    "                \n",
    "        for order_id, order_price in new_ask_orders.items():\n",
    "            # Posts a new sell order if there is no working order at the price on the new grid.\n",
    "            if order_id not in orders:\n",
    "                hbt.submit_sell_order(asset_no, order_id, order_price, order_qty, GTX, LIMIT, False)\n",
    "        \n",
    "        # Records the current state for stat calculation.\n",
    "        recorder.record(hbt)\n",
    "    return True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "8fa24ec0-b073-4d78-a178-b58812414eee",
   "metadata": {},
   "outputs": [],
   "source": [
    "hbt = ROIVectorMarketDepthBacktest([asset])\n",
    "\n",
    "recorder = Recorder(1, 100_000_000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "83a7d045-0b59-4a2e-8f55-92dd18abb697",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 8min 16s, sys: 8.52 s, total: 8min 24s\n",
      "Wall time: 6min 51s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "mm_strategy(hbt, recorder.recorder)\n",
    "\n",
    "_ = hbt.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "9369a91f-7a6a-44ac-bb89-d4c4ddd5f48e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><style>\n",
       ".dataframe > thead > tr,\n",
       ".dataframe > tbody > tr {\n",
       "  text-align: right;\n",
       "  white-space: pre-wrap;\n",
       "}\n",
       "</style>\n",
       "<small>shape: (1, 11)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>start</th><th>end</th><th>SR</th><th>Sortino</th><th>Return</th><th>MaxDrawdown</th><th>DailyNumberOfTrades</th><th>DailyTradingValue</th><th>ReturnOverMDD</th><th>ReturnOverTrade</th><th>MaxPositionValue</th></tr><tr><td>datetime[μs]</td><td>datetime[μs]</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td><td>f64</td></tr></thead><tbody><tr><td>2024-07-01 00:00:00</td><td>2024-08-31 23:59:50</td><td>13.199337</td><td>18.042325</td><td>3.95075</td><td>0.18009</td><td>1840.60021</td><td>509.758968</td><td>21.937611</td><td>0.000125</td><td>3.6905</td></tr></tbody></table></div>"
      ],
      "text/plain": [
       "shape: (1, 11)\n",
       "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n",
       "│ start     ┆ end       ┆ SR        ┆ Sortino   ┆ … ┆ DailyTrad ┆ ReturnOve ┆ ReturnOve ┆ MaxPosit │\n",
       "│ ---       ┆ ---       ┆ ---       ┆ ---       ┆   ┆ ingValue  ┆ rMDD      ┆ rTrade    ┆ ionValue │\n",
       "│ datetime[ ┆ datetime[ ┆ f64       ┆ f64       ┆   ┆ ---       ┆ ---       ┆ ---       ┆ ---      │\n",
       "│ μs]       ┆ μs]       ┆           ┆           ┆   ┆ f64       ┆ f64       ┆ f64       ┆ f64      │\n",
       "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n",
       "│ 2024-07-0 ┆ 2024-08-3 ┆ 13.199337 ┆ 18.042325 ┆ … ┆ 509.75896 ┆ 21.937611 ┆ 0.000125  ┆ 3.6905   │\n",
       "│ 1         ┆ 1         ┆           ┆           ┆   ┆ 8         ┆           ┆           ┆          │\n",
       "│ 00:00:00  ┆ 23:59:50  ┆           ┆           ┆   ┆           ┆           ┆           ┆          │\n",
       "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stats = LinearAssetRecord(recorder.get(0)).stats()\n",
    "stats.summary()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "9ff6be44-afb7-4894-9a0b-9cda848f2e06",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "stats.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2ab01651-dd68-4555-b9b4-4a3d9c30ab29",
   "metadata": {},
   "source": [
    "You can also explore more sophisticated approaches, such as dynamically controlling the `qty_threshold` and integrating it with the skew value, for example, `qty_threshold * (1 ± skew_val)`, similar to how skew is applied to the price. In other words, in the previous example, the spread is set in terms of price, but you can set the spread in terms of queue such as the queue position, the queue behind the order, the total queue, etc.\n",
    "\n",
    "Additionally, instead of reacting at fixed intervals, it may be more effective to respond to each incoming feed. This allows for faster reactions when the quantity at the BBO decreases rapidly, helping to avoid adverse selection. You can test this approach using the `wait_next_feed` method."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.14"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
